🔍 Waste Analysis Pipeline - Batch Test Report

Click any row to view detailed analysis results

Model: Gemini 2.5 Flash

8
Processed Images
111
Detected Objects
1019.0s
Total Processing Time
127.4s
Avg Time/Image
100.0%
Success Rate
3120
Avg Tokens/Object

📊 Detailed Test Results

💡 Click table rows to view corresponding images and analysis results
Image Name Status Objects Processing Time API Calls Tokens/Object Mode
ALTRIANE_image1.jpeg ✅ Success 8 77.712s 8 3086 chunked(size=4, workers=2)
ALTRIANE_image6.jpeg ✅ Success 9 91.259s 9 3314 chunked(size=4, workers=2)
Bricocash_1000012817.jpg ✅ Success 19 157.465s 19 2928 chunked(size=4, workers=2)
Bricocash_1000012819.jpg ✅ Success 13 111.811s 13 3187 chunked(size=4, workers=2)
Bricocash_1000012823.jpg ✅ Success 19 189.824s 19 3295 chunked(size=4, workers=2)
Super_U_IMG_2210_1.jpg ✅ Success 13 117.84s 13 2966 chunked(size=4, workers=2)
Super_U_IMG_2228_2.jpg ✅ Success 12 128.368s 12 3121 chunked(size=4, workers=2)
Super_U_IMG_2229_3.jpg ✅ Success 18 144.687s 18 3118 chunked(size=4, workers=2)
Segmented Regions with BBoxes
Segmented Regions with BBoxes (8 objects)

📦 Individual Crops (8)

crop000
crop001
crop002
crop003
crop004
crop005
crop006
crop007

🔍 Detailed Analysis Results

🔍 Waste Analysis (scan 1762183600)
📦 Crops analyzed: 8

— Crop 1 (region 5): crops/scan_1762183600/scan_1762183600_crop000.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Rectangular trays with multiple compartments / Medium to large, designed to hold multiple items
  • 🎨 Color: Dark blue
  • 🧪 State: Used, structurally intact, likely contaminated from medical use
  • 🎯 Purpose: Medical/surgical instrument trays or food service trays. Given the context of the yellow biohazard bag and other items, medical/surgical use is highly probable.
  • 👁 Visibility: Multiple trays are visible, some partially overlapping, but their main features and material are clearly identifiable.
  • 🔍 Other objects: White paper/plastic cup with a biohazard symbol, Clear plastic pouch/film (possibly sterile packaging), White crumpled material (likely paper or textile wipes), Yellow biohazard bag lining the container
  • 🔗 Relationship: All items are discarded together within the yellow biohazard bag, indicating they are part of the same waste stream, likely medical waste. The cup and pouch are resting on or near the plastic trays.
  • 🗂 Category: Plastics: Rigid Plastic Packaging (specifically medical waste due to context)
  • ♻️ Recyclability: Unlikely to be conventionally recyclable due to potential biohazard contamination. These items would typically require special disposal methods such as incineration or autoclaving.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact type of plastic (e.g., PP, PS) for the trays is not specified, but it is clearly rigid plastic., The specific level and nature of contamination on the trays are unknown, but assumed to be biohazardous given the disposal context.

— Crop 2 (region 7): crops/scan_1762183600/scan_1762183600_crop001.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Irregular, crumpled, bag-like / Large
  • 🎨 Color: Yellow
  • 🧪 State: Intact, crumpled
  • 🎯 Purpose: Waste collection bag
  • 👁 Visibility: The top and upper portion of a yellow plastic bag are visible, filling most of the crop.
  • 🗂 Category: Plastics/Plastic Bags
  • ♻️ Recyclability: As a plastic bag, it is potentially recyclable as plastic film/bag, but its function as a waste container might lead to disposal with its contents. Specific recyclability depends on the plastic type and local waste management guidelines.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: Exact type of plastic (e.g., HDPE, LDPE) is not discernible., Specific purpose of this yellow bag (e.g., general waste, hazardous waste, specific recycling) is not clear from the crop alone.

— Crop 3 (region 2): crops/scan_1762183600/scan_1762183600_crop002.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Irregular, crumpled sheet-like form / Appears to be a large piece, forming a liner in the original image context
  • 🎨 Color: Bright yellow
  • 🧪 State: Intact, crumpled
  • 🎯 Purpose: Waste bag or bin liner
  • 👁 Visibility: Only a small, upper-right corner of the yellow plastic bag is visible, showing a partial view.
  • 🗂 Category: Plastics: Plastic Bags
  • ♻️ Recyclability: Plastic bags are generally difficult to recycle through standard curbside programs; often requires specialized drop-offs. As a waste bag, it is likely destined for landfill or incineration.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact type of plastic (e.g., HDPE, LDPE) is not discernible from the image.

— Crop 4 (region 0): crops/scan_1762183600/scan_1762183600_crop003.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Cylindrical with a slightly tapered body and a wider rim / Medium, consistent with a disposable drinking cup
  • 🎨 Color: Off-white/cream
  • 🧪 State: Intact, appears to be used and discarded
  • 🎯 Purpose: Disposable drinking cup or container for beverages/food
  • 👁 Visibility: Mostly complete, the top rim and bottom edge are slightly cropped, but the main body and label are clearly visible.
  • 🔍 Other objects: Portion of a blue rigid plastic tray/container, Crumpled white material (possibly plastic film or paper), Part of a yellow plastic bag
  • 🔗 Relationship: The primary object (cup) is resting on or next to these secondary items, all contained within a larger yellow plastic bag, indicating they are part of a waste collection.
  • 🗂 Category: Plastics: Other Plastic Containers
  • ♻️ Recyclability: Likely recyclable as a plastic item, but specific recyclability depends on the exact plastic resin type (not specified) and local recycling guidelines.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The specific type of plastic resin (e.g., PP, PS) is not identifiable from the image, which impacts precise recyclability assessment., The exact original contents of the cup are unknown.

— Crop 5 (region 1): crops/scan_1762183600/scan_1762183600_crop004.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Irregular, crumpled pouch/bag / Medium
  • 🎨 Color: Light blue/transparent
  • 🧪 State: Used, crumpled
  • 🎯 Purpose: Sterilization pouch for medical instruments or supplies
  • 👁 Visibility: A significant portion of the pouch is visible, but it is crumpled and not fully laid out, partially obscured by its own folds and the underlying tray.
  • 🔍 Other objects: Dark blue rigid plastic tray
  • 🔗 Relationship: The plastic pouch is resting on top of the blue plastic tray.
  • 🗂 Category: Plastics: Plastic Films
  • ♻️ Recyclability: Likely not recyclable in standard municipal streams due to its specialized nature (medical packaging) and potential for being a composite material, even if the visible part is plastic film.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: Exact material composition (pure plastic film vs. plastic-paper composite), Specific type of plastic, Whether it's considered medical waste requiring special disposal.

— Crop 6 (region 4): crops/scan_1762183600/scan_1762183600_crop005.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Rectangular tray with compartments / Medium, appears to be a standard food tray size
  • 🎨 Color: Blue
  • 🧪 State: Used, potentially with residue (not clearly visible in crop)
  • 🎯 Purpose: Food packaging tray, possibly for ready meals or produce
  • 👁 Visibility: A significant portion of the blue plastic tray is visible in the lower-left part of the crop, showing its structured surface and edge.
  • 🔍 Other objects: Yellow plastic bag
  • 🔗 Relationship: The primary object (blue plastic tray) is contained within the yellow plastic bag, which serves as a waste receptacle.
  • 🗂 Category: Plastics: Rigid Plastic Packaging
  • ♻️ Recyclability: Likely recyclable if clean, depending on the specific type of plastic (e.g., PET, PP, PS) and local recycling infrastructure.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact type of plastic (e.g., PET, PP, PS) is not discernible from the image., The extent of food residue or contamination is not clear from the crop.

— Crop 7 (region 5): crops/scan_1762183600/scan_1762183600_crop006.jpg
  • 🧱 Material: Textiles (non-woven fabric)
  • 🧩 Shape/Size: Irregular, crumpled / Medium
  • 🎨 Color: Off-white
  • 🧪 State: Discarded, used
  • 🎯 Purpose: Medical wipe or sterile wrap
  • 👁 Visibility: Mostly visible, but edges are cut off, showing a significant portion of the object.
  • 🔍 Other objects: Yellow plastic bag, Blue plastic tray (partially visible)
  • 🔗 Relationship: The primary object is resting on the yellow plastic bag, with a blue plastic tray visible behind it.
  • 🗂 Category: Textiles (sanitary textiles)
  • ♻️ Recyclability: Likely non-recyclable due to potential contamination and material composition (non-woven medical waste).
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: Exact material composition (paper vs. non-woven textile/composite), Whether it is soiled or clean (though context suggests used).

— Crop 8 (region 8): crops/scan_1762183600/scan_1762183600_crop007.jpg
  • 🧱 Material: plastic
  • 🧩 Shape/Size: rectangular tray with compartments / medium
  • 🎨 Color: dark blue
  • 🧪 State: used, possibly dirty, intact
  • 🎯 Purpose: food packaging tray, likely for meals
  • 👁 Visibility: Only a small portion of the blue plastic tray is visible, specifically a corner or edge.
  • 🔍 Other objects: translucent plastic film/bag
  • 🔗 Relationship: The translucent plastic film is resting on or near the blue plastic object.
  • 🗂 Category: Rigid Plastic Packaging
  • ♻️ Recyclability: Potentially recyclable, depending on the specific type of plastic (e.g., PS, PP) and local recycling regulations.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact type of plastic for the blue tray is not discernible., The full extent of the blue object is not visible in the crop., The precise nature of the translucent film (e.g., general plastic film vs. medical waste) is not fully clear, though 'steril' suggests medical.

📊 Test Results Statistics

Processing Time: 77.712s
API Calls: 8
Input Tokens: 12,400
Output Tokens: 3,868
Total Tokens: 24,687
Avg API Response Time: 15.485s

⏱️ Phase Time Distribution

Segmentation
3.330s (4.3%)
Crop Generation
0.605s (0.8%)
CLIP Classification
0.895s (1.2%)
Prompt Building
0.000s (0.0%)
Gemini Inference
72.065s (93.7%)
Segmented Regions with BBoxes
Segmented Regions with BBoxes (9 objects)

📦 Individual Crops (9)

crop000
crop001
crop002
crop003
crop004
crop005
crop006
crop007
crop008

🔍 Detailed Analysis Results

🔍 Waste Analysis (scan 1762183601)
📦 Crops analyzed: 9

— Crop 1 (region 12): crops/scan_1762183601/scan_1762183601_crop000.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Irregular, crumpled, hand-shaped / Adult-sized
  • 🎨 Color: Purple
  • 🧪 State: Used, crumpled, likely soiled
  • 🎯 Purpose: Personal protective equipment for medical or laboratory use
  • 👁 Visibility: Mostly complete, clearly visible in the center of the crop
  • 🔍 Other objects: Blue rigid plastic trays, White and light blue non-woven fabric drapes/pads, Clear plastic film/bag
  • 🔗 Relationship: All appear to be medical waste items, discarded together in the same bin.
  • 🗂 Category: Plastics: Other Plastic Items
  • ♻️ Recyclability: Generally not recyclable due to contamination risks and material composition; typically disposed of as general or biohazardous waste.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: Exact type of synthetic rubber (latex vs. nitrile) is not discernible., Level of contamination is unknown, which impacts final disposal classification., The drapes could be textile or composite.

— Crop 2 (region 7): crops/scan_1762183601/scan_1762183601_crop001.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Irregular, conforming to the shape of the container it lines / Large, appears to be a liner for a waste bin
  • 🎨 Color: Yellow
  • 🧪 State: Stained and potentially contaminated
  • 🎯 Purpose: Waste bag or liner, likely for hazardous or medical waste given the context
  • 👁 Visibility: The bottom and lower sides of the bag are clearly visible, including a significant stain
  • 🔍 Other objects: Portion of a blue plastic container rim, Small visible edges of white/light-colored fabric or paper items (likely medical waste) at the very top edge
  • 🔗 Relationship: The yellow plastic bag is lining the blue plastic container, and the other items are contained within the bag.
  • 🗂 Category: Hazardous Household Waste (specifically, a biohazard or medical waste bag)
  • ♻️ Recyclability: Not recyclable due to its function as a hazardous waste container and likely contamination.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact nature of the liquid/stain is not discernible, but its presence reinforces the hazardous nature of the bag's contents.

— Crop 3 (region 7): crops/scan_1762183601/scan_1762183601_crop002.jpg
  • 🧱 Material: Paper
  • 🧩 Shape/Size: Irregular, crumpled / Small to medium
  • 🎨 Color: White with a textured pattern
  • 🧪 State: Crumpled, likely used
  • 🎯 Purpose: Absorbent wipe or towel, likely for sanitary or cleaning purposes
  • 👁 Visibility: Partially visible, folded and crumpled, resting on another object
  • 🔍 Other objects: Light blue flat rectangular object (medical drape/underpad), Portions of a blue plastic container or bag
  • 🔗 Relationship: The primary object is resting on the light blue object, both contained within the blue plastic container/bag.
  • 🗂 Category: Paper (specifically, a disposable paper towel or wipe)
  • ♻️ Recyclability: Likely not recyclable due to potential contamination and material type for disposable wipes.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: Exact distinction between heavy-duty paper wipe and non-woven textile wipe without tactile inspection.

— Crop 4 (region 13): crops/scan_1762183601/scan_1762183601_crop003.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Curved and angular, part of a container rim with a ridged pattern / Large portion of a container
  • 🎨 Color: Blue
  • 🧪 State: Intact, appears clean on visible surface
  • 🎯 Purpose: Part of a medical waste container or tray
  • 👁 Visibility: Partial view of the rim/edge of a blue plastic container
  • 🔍 Other objects: Yellow biohazard bag (background)
  • 🔗 Relationship: The blue plastic object is resting inside or against the yellow bag.
  • 🗂 Category: Plastics: Other Plastic Items
  • ♻️ Recyclability: Unlikely to be recyclable through standard municipal streams due to probable medical contamination and specialized disposal requirements.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: Exact type of plastic (e.g., PP, HDPE) is not discernible., Specific sub-category within 'Plastics' (e.g., 'Rigid Plastic Packaging' vs. 'Other Plastic Items') is a minor ambiguity., Specific purpose (e.g., instrument tray, specimen container) is not fully clear.

— Crop 5 (region 3): crops/scan_1762183601/scan_1762183601_crop004.jpg
  • 🧱 Material: plastic
  • 🧩 Shape/Size: rectangular tray with molded compartments / medium, consistent with a medical or food service tray
  • 🎨 Color: dark blue
  • 🧪 State: intact, appears used
  • 🎯 Purpose: medical tray or container for supplies
  • 👁 Visibility: A significant portion of the tray is visible, showing its overall shape and material, though not entirely complete.
  • 🔍 Other objects: yellow bin liner, portions of white/light-colored medical wipes or paper
  • 🔗 Relationship: The primary object (blue tray) is situated within a yellow bin liner, with other medical waste items resting on or around it.
  • 🗂 Category: Plastics: Other Plastic Items (specifically a medical tray)
  • ♻️ Recyclability: Likely not recyclable through standard municipal streams due to its probable use in a medical setting and potential contamination. It would typically be treated as medical waste (e.g., incineration or autoclaving).
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact type of plastic (e.g., PP, PS) is not discernible from the image., While clearly a tray, its specific classification as 'packaging' versus a 'medical item' could be debated, but 'Other Plastic Items' covers specialized trays well.

— Crop 6 (region 9): crops/scan_1762183601/scan_1762183601_crop005.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Part of a rectangular tray with a curved edge / Medium
  • 🎨 Color: Dark blue
  • 🧪 State: Used, likely considered dirty/contaminated given the waste context
  • 🎯 Purpose: A medical tray or container for holding supplies
  • 👁 Visibility: A significant portion of the object is visible, including a side wall and part of the bottom surface, but not the entire item
  • 🔍 Other objects: Crumpled white material (appears to be paper or non-woven textile) in the upper left and bottom left
  • 🔗 Relationship: The white material is resting on or adjacent to the blue plastic tray
  • 🗂 Category: Plastics: Rigid Plastic Packaging
  • ♻️ Recyclability: Potentially recyclable if clean and sorted, but in this context (medical waste bin), it is likely treated as non-recyclable due to potential contamination.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: The exact type of plastic (e.g., PP, HDPE) is not discernible, The level of contamination and thus actual recyclability in this specific waste stream is uncertain, The exact composition of the white secondary material (paper vs. non-woven textile) is also an ambiguity

— Crop 7 (region 3): crops/scan_1762183601/scan_1762183601_crop006.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Rectangular with rounded corners, consistent with a tray or container / Medium (inferred from original image context)
  • 🎨 Color: Dark blue
  • 🧪 State: Intact, possibly used
  • 🎯 Purpose: Medical tray or container for instruments/supplies
  • 👁 Visibility: Partial view, showing a corner and a side of the object
  • 🔍 Other objects: Light-colored, soft material (possibly a medical wipe or paper towel) in the top left, Dark, indistinct area at the bottom
  • 🔗 Relationship: The soft material is adjacent to and partially under the primary object. The dark area is below it.
  • 🗂 Category: Plastics: Rigid Plastic Packaging
  • ♻️ Recyclability: Likely not recyclable through standard channels due to medical waste context; would require specialized disposal or incineration.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: Exact type of plastic (e.g., PP, HDPE) is not identifiable., Full extent of the object is not visible., Specific use within a medical setting is not fully clear, impacting definitive recyclability.

— Crop 8 (region 0): crops/scan_1762183601/scan_1762183601_crop007.jpg
  • 🧱 Material: Textile (non-woven fabric)
  • 🧩 Shape/Size: Folded rectangular / Medium
  • 🎨 Color: Light blue
  • 🧪 State: Used, creased
  • 🎯 Purpose: Disposable medical wipe or sheet
  • 👁 Visibility: A significant portion of the object is visible, showing its surface and folds, but not the entire item.
  • 🔍 Other objects: Purple medical glove, White textured wipe/paper, Darker blue/green fabric/material
  • 🔗 Relationship: All are discarded items, likely from a medical or laboratory setting, co-mingled in a waste container.
  • 🗂 Category: Textiles
  • ♻️ Recyclability: Not recyclable (likely contaminated medical waste)
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: Exact material composition (e.g., pure non-woven textile vs. textile with plastic coating)., Specific type of non-woven fabric.

— Crop 9 (region 1): crops/scan_1762183601/scan_1762183601_crop008.jpg
  • 🧱 Material: Textile/Composite
  • 🧩 Shape/Size: Irregular, folded, appears to be a rectangular piece / Small to medium-sized piece, consistent with a wipe or small cloth
  • 🎨 Color: Greyish-white with a distinct dotted pattern
  • 🧪 State: Used, crumpled
  • 🎯 Purpose: Medical wipe, absorbent pad, or part of a sanitary textile
  • 👁 Visibility: Partially visible, a significant portion is shown, but not the entire item
  • 🔍 Other objects: Blue/purple glove (likely latex or nitrile), Dark blue surface (possibly a medical tray or bin part)
  • 🔗 Relationship: The primary object is resting on or near the blue surface and adjacent to the glove. All appear to be discarded medical items.
  • 🗂 Category: Textiles (potentially Composite Materials if multi-layered medical wipe)
  • ♻️ Recyclability: Not recyclable through standard streams due to medical context and potential contamination; likely disposed of as general or biohazardous waste.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: Exact material composition (pure textile vs. composite medical wipe with plastic components), Specific type of textile/composite

📊 Test Results Statistics

Processing Time: 91.259s
API Calls: 9
Input Tokens: 13,987
Output Tokens: 4,463
Total Tokens: 29,822
Avg API Response Time: 17.499s

⏱️ Phase Time Distribution

Segmentation
3.227s (3.6%)
Crop Generation
0.992s (1.1%)
CLIP Classification
1.034s (1.1%)
Prompt Building
0.001s (0.0%)
Gemini Inference
84.923s (94.2%)
Segmented Regions with BBoxes
Segmented Regions with BBoxes (19 objects)

📦 Individual Crops (19)

crop000
crop001
crop002
crop003
crop004
crop005
crop006
crop007
crop008
crop009
crop010
crop011
crop012
crop013
crop014
crop015
crop016
crop017
crop018

🔍 Detailed Analysis Results

🔍 Waste Analysis (scan 1762183602)
📦 Crops analyzed: 19

— Crop 1 (region 3): crops/scan_1762183602/scan_1762183602_crop000.jpg
  • 🧱 Material: Composite material (likely wood-based composite with a laminate/painted surface)
  • 🧩 Shape/Size: Rectangular/square panel, flat / Medium to large panel
  • 🎨 Color: Yellow with white geometric patterns, exposed areas are grey/white
  • 🧪 State: Damaged, dirty, discarded
  • 🎯 Purpose: Furniture component (e.g., cabinet door, table top) or decorative panel
  • 👁 Visibility: Mostly visible, but edges are cut off by the crop, showing a significant portion of the object
  • 🔍 Other objects: Brown cardboard box/sheet (partially obscuring the primary object), Black plastic bags or sheeting (behind and to the left), Wooden plank or part of a pallet (bottom left)
  • 🔗 Relationship: Other discarded waste items piled with or around the primary object, confirming a waste context.
  • 🗂 Category: Combustible Materials (specifically, a furniture item or decorative panel made of wood-based composite)
  • ♻️ Recyclability: Likely not easily recyclable with clean wood waste due to its composite nature and laminate/paint; typically destined for incineration or landfill.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: The exact type of wood composite (e.g., particle board, MDF) is not definitively discernible., The precise nature of the surface finish (laminate vs. paint) is not fully clear, though it appears to be a peeling surface.

— Crop 2 (region 2): crops/scan_1762183602/scan_1762183602_crop001.jpg
  • 🧱 Material: Cardboard
  • 🧩 Shape/Size: Rectangular box, open / Medium to large
  • 🎨 Color: Brown/beige
  • 🧪 State: Open, appears empty, relatively clean
  • 🎯 Purpose: Packaging or storage
  • 👁 Visibility: The majority of the box is visible, open with interior flaps showing.
  • 🔍 Other objects: Portion of another cardboard item to the left, Glimpses of other waste below the primary box, possibly plastic strapping or film, and a green object
  • 🔗 Relationship: The primary box is resting on or next to other waste items.
  • 🗂 Category: Cardboard - Flat and corrugated cardboard packaging
  • ♻️ Recyclability: Cardboard is generally recyclable.
  • 📈 Confidence: A (High: Clear features, high confidence)

— Crop 3 (region 1): crops/scan_1762183602/scan_1762183602_crop002.jpg
  • 🧱 Material: plastic
  • 🧩 Shape/Size: irregular, lumpy, bulging / large
  • 🎨 Color: black
  • 🧪 State: full of contents, likely waste, dirty/dusty
  • 🎯 Purpose: to contain and dispose of waste
  • 👁 Visibility: The bag is largely visible, with its bottom and right side extending beyond the crop boundaries. The top and left are clearly visible.
  • 🔍 Other objects: wooden pallet structure, other dark plastic bags, blue fabric/plastic
  • 🔗 Relationship: The wooden pallet is in the foreground, partially obscuring the bottom of the bag. Other waste items are adjacent to or behind the primary bag, indicating it's part of a general waste collection.
  • 🗂 Category: Plastics/Plastic Bags
  • ♻️ Recyclability: Black plastic bags are generally not recyclable in many municipal schemes due to carbon black pigments. Given it's a waste bag, its contents are unknown and likely mixed, making it non-recyclable as a whole.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact contents of the bag are unknown, but this does not change its classification as a plastic bag.

— Crop 4 (region 18): crops/scan_1762183602/scan_1762183602_crop003.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Amorphous, crumpled mass / Medium, forming a significant pile within the crop
  • 🎨 Color: Transparent/clear with white reflections
  • 🧪 State: Discarded, crumpled
  • 🎯 Purpose: Packaging film, protective wrapping, or plastic bags
  • 👁 Visibility: The primary object, a mass of clear plastic film, is largely visible and occupies most of the crop, though its edges are somewhat cut off.
  • 🔍 Other objects: Blue plastic strips/shreds
  • 🔗 Relationship: The blue plastic strips are mixed in with the clear plastic mass, appearing to be part of the same waste pile.
  • 🗂 Category: Plastics/Plastic Films
  • ♻️ Recyclability: Plastic films can be recyclable, but often require specific collection streams and may be problematic if dirty or mixed. In a general waste pile, its recyclability would depend on local waste management facilities and sorting processes.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: Whether individual pieces are specifically bags or general film is slightly ambiguous, but both fall under 'Plastics'., The exact type of plastic (e.g., LDPE, LLDPE) is not discernible.

— Crop 5 (region 2): crops/scan_1762183602/scan_1762183602_crop004.jpg
  • 🧱 Material: Cardboard
  • 🧩 Shape/Size: Rectangular prism (box) / Medium
  • 🎨 Color: Brown
  • 🧪 State: Intact, relatively clean
  • 🎯 Purpose: Packaging or storage
  • 👁 Visibility: The majority of the box is visible, showing one large side, part of another, and a flap. It is mostly complete within the crop.
  • 🔍 Other objects: A flat, yellow object with a white geometric pattern (squares/rectangles) behind the cardboard box, A glimpse of white plastic (possibly a plastic bag or film) to the bottom left, Some dark material (possibly plastic or other waste) to the bottom right
  • 🔗 Relationship: The yellow patterned object is directly behind and partially supporting the cardboard box. Other elements are in the immediate vicinity as part of a general waste pile.
  • 🗂 Category: Cardboard - Flat and corrugated cardboard packaging
  • ♻️ Recyclability: Cardboard boxes are generally recyclable, provided they are clean and dry. This one appears to be in good condition.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The CLIP statistical context suggested 'Plastics/box', which is inconsistent with the visual evidence for the primary object being cardboard. The secondary yellow patterned object or other background plastics might have influenced this score.

— Crop 6 (region 16): crops/scan_1762183602/scan_1762183602_crop005.jpg
  • 🧱 Material: Wood
  • 🧩 Shape/Size: Rectangular plank/beam / Appears to be a substantial piece of wood, likely part of a pallet or construction timber
  • 🎨 Color: Light brown/beige, weathered
  • 🧪 State: Weathered, possibly dirty, intact as a plank but discarded
  • 🎯 Purpose: Structural support, part of a wooden pallet, or construction material
  • 👁 Visibility: A significant portion of the wooden plank is visible, extending diagonally across the crop. Its full length is not visible.
  • 🔍 Other objects: Blue tarp or plastic sheet, Yellow strap or cable, White styrofoam pieces, Clear plastic film or bag, Portion of an old blue/grey CRT monitor or television in the background, General mixed waste debris
  • 🔗 Relationship: The primary object (wooden plank) is resting on or against a pile of various other waste materials, including plastics and what appears to be an electronic device.
  • 🗂 Category: Combustible Materials (Wood packaging or other combustible items)
  • ♻️ Recyclability: Wood can often be recycled or composted, especially if untreated. Its recyclability depends on local facilities and whether it's clean or treated wood. In this mixed waste context, it would need to be separated.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact type of wood (e.g., treated vs. untreated) is not discernible, which could affect specific recycling processes., The full dimensions of the plank are not visible.

— Crop 7 (region 8): crops/scan_1762183602/scan_1762183602_crop006.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Irregular, crumpled, sheet-like / Large, covering a significant portion of the crop
  • 🎨 Color: Dark blue
  • 🧪 State: Crumpled, possibly dirty, appears intact as a single piece
  • 🎯 Purpose: Tarp, protective cover, or large plastic sheet
  • 👁 Visibility: A large portion of the object is visible, but its full extent is not shown and it is partially obscured by folds and other items.
  • 🔍 Other objects: Yellow straps or bands, Partial white/light blue object with a circular pattern (possibly plastic container/appliance), Indistinct dark materials in the background
  • 🔗 Relationship: The yellow straps appear to be entangled with or lying on top of the blue plastic. The white/light blue object is behind and to the right of the blue plastic.
  • 🗂 Category: Plastics: Other Plastic Items (likely a tarp or heavy-duty plastic sheet)
  • ♻️ Recyclability: Potentially recyclable as a plastic film or sheet, depending on the specific plastic type and local recycling facilities. Without specific markings, it's hard to be certain.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: The exact nature of the plastic (e.g., heavy-duty bag, tarp, woven plastic sheet) is not perfectly clear due to the crumpled state and woven texture., The woven texture could be misinterpreted as a textile.

— Crop 8 (region 5): crops/scan_1762183602/scan_1762183602_crop007.jpg
  • 🧱 Material: Plastic (likely acrylic)
  • 🧩 Shape/Size: Rectangular with rounded corners, a flat bottom, and a raised edge, featuring a circular drain hole. / Appears to be a standard size for a shower tray, relatively large.
  • 🎨 Color: White
  • 🧪 State: Appears clean and intact, though discarded in a waste pile.
  • 🎯 Purpose: A shower tray for a bathroom.
  • 👁 Visibility: A significant portion of the shower tray is visible, including the drain hole and edges, allowing for clear identification.
  • 🔍 Other objects: A blue object (possibly packaging or a container) to the left, Transparent plastic film or bag material near the center, Crumpled brown/beige material (possibly cardboard or fabric) underneath and around, Darker, possibly fabric or plastic material in the top left corner, Another blue object (possibly a plastic container or part of a larger item) in the bottom right
  • 🔗 Relationship: These items are mixed in with the shower tray, appearing to be part of a general waste pile. They are not functionally related to the primary object.
  • 🗂 Category: Plastics/Other Plastic Items
  • ♻️ Recyclability: Potentially recyclable depending on the specific type of plastic (e.g., acrylic, ABS) and local recycling facilities for large rigid plastics. Often requires specialized disposal or recycling rather than standard curbside collection.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact type of plastic (e.g., acrylic, ABS) is not discernible from the image, which could affect specific recycling pathways.

— Crop 9 (region 0): crops/scan_1762183602/scan_1762183602_crop008.jpg
  • 🧱 Material: Composite (primarily plastic with internal metal components from electrical wiring)
  • 🧩 Shape/Size: Cylindrical/conical base with a flat bottom / Small to medium-sized household appliance
  • 🎨 Color: Light blue/grey body, white electrical cord
  • 🧪 State: Discarded, appears intact but likely non-functional or unwanted
  • 🎯 Purpose: An electrical appliance, possibly a small vacuum cleaner, air purifier, or similar household device
  • 👁 Visibility: The bottom and lower sides of the object are clearly visible. A significant portion is present, though the top is not shown.
  • 🔍 Other objects: A yellow cable/hose (partially visible on the left), Dark, possibly fabric or plastic, material (behind the primary object), Light-colored, possibly concrete or wood, structure (on the right)
  • 🔗 Relationship: The yellow cable might be part of the primary object (e.g., a vacuum hose) or another piece of waste in close proximity. The other elements are background waste.
  • 🗂 Category: Composite Materials (small electrical appliance/E-waste)
  • ♻️ Recyclability: Small electrical appliances (E-waste) are generally recyclable but require specialized collection and processing, not typically curbside recycling.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: Exact type of appliance (e.g., vacuum, air purifier, humidifier) is not definitively clear from the crop., Whether the yellow cable is an integral part of the primary object or a separate item.

— Crop 10 (region 11): crops/scan_1762183602/scan_1762183602_crop009.jpg
  • 🧱 Material: Plastic (Expanded Polystyrene foam)
  • 🧩 Shape/Size: Irregular, large block-like or sheet-like with some rounded edges / Large, appears to be a substantial piece of packaging
  • 🎨 Color: Creamy white / light beige
  • 🧪 State: Intact, appears relatively clean, discarded
  • 🎯 Purpose: Protective packaging material, possibly for a large appliance or furniture item
  • 👁 Visibility: A large portion of the object is visible, extending beyond the crop boundaries at the top and bottom
  • 🔍 Other objects: Black plastic bags
  • 🔗 Relationship: The black plastic bags are resting on or draped over the primary object, separate items
  • 🗂 Category: Plastics: Other Plastic Items (Expanded Polystyrene foam packaging)
  • ♻️ Recyclability: Potentially recyclable, but acceptance depends on local recycling facilities and specific plastic type (EPS foam) processing capabilities.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: While clearly a plastic foam, the exact density or specific type of plastic (e.g., EPS, XPS) is not definitively identifiable from the image alone.

— Crop 11 (region 14): crops/scan_1762183602/scan_1762183602_crop010.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Irregular, crumpled sheet / Large, appears to be a significant portion of a larger item
  • 🎨 Color: Dull brown/khaki
  • 🧪 State: Crumpled and discarded
  • 🎯 Purpose: Tarp, covering, or heavy-duty packaging
  • 👁 Visibility: A large portion of the object is visible, but it is not fully unfolded or clearly defined, appearing as a crumpled mass.
  • 🔍 Other objects: A light blue/white rigid plastic object with a white cord (bottom left), A shiny, crinkled, clear plastic film or bag (bottom right)
  • 🔗 Relationship: These items are adjacent to the primary object, forming part of the same pile of mixed waste.
  • 🗂 Category: Plastics/Other Plastic Items (likely a plastic tarp or heavy-duty plastic sheet)
  • ♻️ Recyclability: Uncertain; depends on the specific type of plastic and local recycling facilities. Given its likely dirty and used state in a waste pile, it is probably not recyclable through standard curbside programs.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: The exact type of plastic (e.g., HDPE, LDPE) is not discernible., It is unclear if it is a tarp, a very large bag, or another form of heavy-duty plastic sheeting.

— Crop 12 (region 9): crops/scan_1762183602/scan_1762183602_crop011.jpg
  • 🧱 Material: Wood
  • 🧩 Shape/Size: Rectangular plank / Medium-sized plank, approximately 1 meter in visible length
  • 🎨 Color: Light brown/tan with greyish weathering and darker spots
  • 🧪 State: Dirty, weathered, intact as a plank but appears discarded
  • 🎯 Purpose: Structural support, part of a wooden pallet or construction material
  • 👁 Visibility: A significant portion of the plank is visible, extending vertically across most of the crop, with its top and bottom edges slightly cut off.
  • 🔍 Other objects: Black plastic sheeting or bag behind the plank, Another wooden beam or plank to the right of the primary object
  • 🔗 Relationship: The black plastic is positioned behind the primary wooden plank, and another wooden piece is adjacent to it, suggesting they are part of a larger discarded assembly or pile. The primary object is part of a wooden pallet structure visible in the original image.
  • 🗂 Category: Combustible Materials (Wood packaging or other combustible wood items)
  • ♻️ Recyclability: Wood, especially from pallets, is often recyclable or suitable for composting/mulching, provided it is untreated. This piece appears to be untreated wood.
  • 📈 Confidence: A (High: Clear features, high confidence)

— Crop 13 (region 13): crops/scan_1762183602/scan_1762183602_crop012.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Irregular, broken slab-like pieces / Medium to large fragments
  • 🎨 Color: Dark grey/charcoal
  • 🧪 State: Damaged, fragmented, mixed with other waste
  • 🎯 Purpose: Thermal insulation or protective packaging
  • 👁 Visibility: Multiple fragments are visible, but the original complete object is not present
  • 🔍 Other objects: Green plastic strapping, Clear plastic film/bag, White paper/cardboard fragments, Blue plastic pieces
  • 🔗 Relationship: These items are intermingled with the primary object, forming a mixed waste pile. The plastic straps appear to be binding or entangled with the foam pieces.
  • 🗂 Category: Plastics/Other Plastic Items (specifically rigid foam insulation)
  • ♻️ Recyclability: Rigid foam insulation can be challenging to recycle due to its volume, potential contamination, and varying material compositions. Generally considered difficult to recycle in mixed waste streams without specific sorting.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: The exact type of plastic foam (e.g., EPS, XPS) is not definitively clear., It is unclear if it is a pure plastic foam or a composite insulation board with other layers.

— Crop 14 (region 6): crops/scan_1762183602/scan_1762183602_crop013.jpg
  • 🧱 Material: Plastic (Expanded Polystyrene foam)
  • 🧩 Shape/Size: Rectangular blocks/prisms / Medium to large, consistent with packaging or insulation material
  • 🎨 Color: White
  • 🧪 State: Intact, relatively clean
  • 🎯 Purpose: Packaging material or insulation
  • 👁 Visibility: Two pieces of the foam are clearly visible and mostly complete within the crop, showing their characteristic texture and form.
  • 🔍 Other objects: Pieces of wood (likely from a pallet or construction debris), Small fragments of other indeterminate debris
  • 🔗 Relationship: The primary object (foam) is resting on or among these other materials, indicating it is part of a mixed waste pile, possibly construction or packaging waste.
  • 🗂 Category: Plastics/Other Plastic Items (Expanded Polystyrene foam)
  • ♻️ Recyclability: Expanded Polystyrene (EPS) foam is technically recyclable but often not accepted in standard curbside recycling programs due to its bulk, light weight, and potential for contamination. It typically requires specialized collection.
  • 📈 Confidence: A (High: Clear features, high confidence)

— Crop 15 (region 7): crops/scan_1762183602/scan_1762183602_crop014.jpg
  • 🧱 Material: Paper
  • 🧩 Shape/Size: Rectangular, folded and creased / Relatively large, covering a significant portion of the crop
  • 🎨 Color: White
  • 🧪 State: Creased and possibly dirty
  • 🎯 Purpose: Packaging material or a large discarded document/sheet
  • 👁 Visibility: Mostly visible, but edges are cut off by the crop
  • 🔍 Other objects: Blue plastic straps/bands, Grey/green fabric or strapping, Thin white wires/cables, Other white paper/plastic shreds
  • 🔗 Relationship: Entangled with or underneath the primary object
  • 🗂 Category: Paper
  • ♻️ Recyclability: Generally recyclable, but its creased and potentially dirty condition might affect its recyclability
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: Exact thickness (thick paper versus thin cardboard), Presence of any non-paper coatings or laminations not visible

— Crop 16 (region 10): crops/scan_1762183602/scan_1762183602_crop015.jpg
  • 🧱 Material: Plastic (likely woven polypropylene or polyethylene)
  • 🧩 Shape/Size: Irregular, crumpled, folded / Appears to be a large piece of material
  • 🎨 Color: Dark blue
  • 🧪 State: Discarded, crumpled, part of a waste pile
  • 🎯 Purpose: A tarp or protective covering
  • 👁 Visibility: A significant portion is visible, but its full dimensions and exact form are obscured by its crumpled state and partial cropping.
  • 🔍 Other objects: Portions of wooden slats (likely from a pallet), Other general waste debris
  • 🔗 Relationship: The blue material is resting on or intertwined with these other waste items.
  • 🗂 Category: Plastics: Other Plastic Items (specifically, a plastic tarp)
  • ♻️ Recyclability: Recyclability is generally low for large, often contaminated plastic tarps in standard municipal recycling streams, though some specialized facilities might process them.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: The exact type of plastic (e.g., HDPE, LDPE, PP) is not discernible., There's a slight ambiguity with very durable, coarse textiles, as suggested by CLIP, but the visual sheen and stiffness lean towards woven plastic.

— Crop 17 (region 1): crops/scan_1762183602/scan_1762183602_crop016.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Irregular, crumpled sheet-like / Large
  • 🎨 Color: Dark blue/black
  • 🧪 State: Dirty, crumpled
  • 🎯 Purpose: Packaging, covering, or a large bag
  • 👁 Visibility: A significant portion of the object is visible, showing its texture and form, but its full extent and exact shape are not entirely clear due to cropping and crumpling.
  • 🔍 Other objects: A small, lighter-colored (possibly white or light blue) object or portion of an object in the bottom right corner
  • 🔗 Relationship: Appears to be underneath or adjacent to the primary dark plastic object.
  • 🗂 Category: Plastics/Plastic Films
  • ♻️ Recyclability: Potentially recyclable, depending on the specific type of plastic and local recycling infrastructure, though its current crumpled and possibly dirty state might affect its processability.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: The precise nature of the plastic item (e.g., a very large bag, a tarp, or a thick film) is not perfectly clear.

— Crop 18 (region 14): crops/scan_1762183602/scan_1762183602_crop017.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Irregular, conforming to contents / Medium to large, covering other items
  • 🎨 Color: Black
  • 🧪 State: Intact, holding contents
  • 🎯 Purpose: Waste containment, garbage bag
  • 👁 Visibility: A significant portion of the plastic bag is visible, but its full extent and contents are not completely shown.
  • 🔍 Other objects: Light-colored object (possibly foam or light-colored plastic/cardboard) underneath the bag, Small brown/tan object (possibly wood or cardboard) at the bottom right
  • 🔗 Relationship: The primary object (plastic bag) is resting on top of the light-colored object.
  • 🗂 Category: Plastics: Plastic Bags
  • ♻️ Recyclability: Generally not recyclable in standard curbside programs if used as a garbage bag, especially if containing mixed waste. Its recyclability depends heavily on its contents and local waste management facilities.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact contents of the bag are unknown, which could influence its ultimate disposal, but not its classification as a plastic bag.

— Crop 19 (region 17): crops/scan_1762183602/scan_1762183602_crop018.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Irregular, crumpled, folded / Fragments of various sizes, difficult to determine exact dimensions
  • 🎨 Color: Predominantly clear/transparent, with some green and red accents
  • 🧪 State: Damaged, crumpled, mixed with other waste
  • 🎯 Purpose: Packaging film, plastic bags, or other flexible plastic wrapping
  • 👁 Visibility: Multiple pieces of plastic film are visible, but no single complete object. It appears to be a collection of fragments.
  • 🔍 Other objects: Other plastic fragments (white, blue), Hints of brownish material, possibly paper or cardboard
  • 🔗 Relationship: The primary object (plastic film) is intertwined and mixed with other waste materials, forming a heterogeneous pile.
  • 🗂 Category: Plastics: Plastic Films
  • ♻️ Recyclability: Plastic films are generally recyclable, but their actual recyclability depends on the specific plastic type, cleanliness, and local recycling infrastructure. In its current state (crumpled, mixed, potentially dirty), it would likely be difficult to recycle.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: The exact type of plastic film (e.g., LDPE, PP) is not identifiable., It is difficult to definitively distinguish between thin plastic bags and general plastic films without more context or clearer views., The presence of other colored plastic fragments adds to the complexity of identifying a single primary object.

📊 Test Results Statistics

Processing Time: 157.465s
API Calls: 19
Input Tokens: 29,870
Output Tokens: 9,888
Total Tokens: 55,633
Avg API Response Time: 13.264s

⏱️ Phase Time Distribution

Segmentation
2.526s (1.6%)
Crop Generation
0.187s (0.1%)
CLIP Classification
1.336s (0.8%)
Prompt Building
0.001s (0.0%)
Gemini Inference
153.186s (97.4%)
Segmented Regions with BBoxes
Segmented Regions with BBoxes (13 objects)

📦 Individual Crops (13)

crop000
crop001
crop002
crop003
crop004
crop005
crop006
crop007
crop008
crop009
crop010
crop011
crop013

🔍 Detailed Analysis Results

🔍 Waste Analysis (scan 1762183603)
📦 Crops analyzed: 13

— Crop 1 (region 3): crops/scan_1762183603/scan_1762183603_crop000.jpg
  • 🧱 Material: Metal
  • 🧩 Shape/Size: Curved and flat structural component / Large
  • 🎨 Color: Green with reddish-brown rust
  • 🧪 State: Damaged, dirty
  • 🎯 Purpose: Structural component of a large container or skip
  • 👁 Visibility: A significant portion of the metal structure is visible, showing its surface and some structural elements, but not the entire object.
  • 🔍 Other objects: Black cable or hose, White plastic or fabric material
  • 🔗 Relationship: These items are resting on or near the top edge of the primary metal structure, appearing as incidental debris.
  • 🗂 Category: Metals (large structural component)
  • ♻️ Recyclability: Metal is generally recyclable, but the size and condition (rust) might require specific processing for scrap metal.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact type of metal (e.g., steel vs. iron) is not definitively identifiable, but it is clearly a ferrous metal due to the rust., The specific function beyond 'structural component' is not fully clear without more context, though the original image confirms it's part of a large waste container.

— Crop 2 (region 4): crops/scan_1762183603/scan_1762183603_crop001.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Rectangular/square container / Large
  • 🎨 Color: Transparent/Clear
  • 🧪 State: Clean
  • 🎯 Purpose: Storage container or box
  • 👁 Visibility: Mostly complete, showing the top opening and upper sides
  • 🔍 Other objects: Other plastic sheets or fragments, White/grey waste items, Green strap/band
  • 🔗 Relationship: Other waste items in the same bin
  • 🗂 Category: Plastics: Rigid Plastic Packaging
  • ♻️ Recyclability: Likely recyclable, as clear rigid plastics are commonly recycled, but specific plastic type is unknown.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: Exact type of plastic (e.g., PET, PP) is not discernible, Whether it's strictly 'packaging' or a general 'item'

— Crop 3 (region 5): crops/scan_1762183603/scan_1762183603_crop002.jpg
  • 🧱 Material: Metal
  • 🧩 Shape/Size: Flat, rectangular section of a wall / Large
  • 🎨 Color: Dark reddish-brown
  • 🧪 State: Intact and functional as part of a container
  • 🎯 Purpose: To form the side of a large industrial waste container (skip)
  • 👁 Visibility: A significant portion of the interior wall is clearly visible, showing its texture and color.
  • 🔍 Other objects: Top rim of the skip, Small green foliage/object in the top-left corner, Diagonal shadow
  • 🔗 Relationship: The top rim is part of the same skip structure. The foliage is external to the skip. The shadow is an environmental effect.
  • 🗂 Category: Metals
  • ♻️ Recyclability: Large metal structures like skips are generally recyclable as scrap metal, though they require specialized processing due to their size and potential for mixed materials (e.g., paint).
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: The primary ambiguity is whether the skip wall, as a container, should be classified as a 'waste object' in this context, or if the crop is simply showing an 'empty' part of the scene without a distinct waste item., The exact type of metal (e.g., steel) is inferred but not definitively identifiable from the crop alone., The reddish-brown color could be paint, rust, or a specific metal alloy.

— Crop 4 (region 6): crops/scan_1762183603/scan_1762183603_crop003.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Cylindrical with a flared rim / Medium to large
  • 🎨 Color: White
  • 🧪 State: Dirty, intact
  • 🎯 Purpose: Container for liquids or storage
  • 👁 Visibility: Mostly visible, with the top rim and a significant portion of the side clearly shown; bottom is partially obscured.
  • 🔍 Other objects: Reddish-brown metal wall of a dumpster, Dark, possibly black, object (potentially a shoe or rubber item), White, flat object (possibly a lid), Crumpled clear plastic film/bagging
  • 🔗 Relationship: Mixed waste within the same container
  • 🗂 Category: Plastics: Other Plastic Containers
  • ♻️ Recyclability: Likely recyclable, depending on the specific plastic type (e.g., HDPE, PP) and local recycling infrastructure.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: Exact type of plastic for the primary container is not discernible., Identity of the dark object at the bottom left is ambiguous (shoe, rubber, or dark plastic component)., Identity of the white flat object at the top left is not fully clear.

— Crop 5 (region 6): crops/scan_1762183603/scan_1762183603_crop004.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Cylindrical, elongated / Large (appears to be a significant length of pipe)
  • 🎨 Color: Dark grey or black
  • 🧪 State: Dirty, intact
  • 🎯 Purpose: Pipe, likely for plumbing, drainage, or electrical conduit
  • 👁 Visibility: A substantial segment of the pipe is visible, running diagonally across the crop, though its full length is not shown.
  • 🔍 Other objects: Blue plastic crate/basket, White plastic items or sheeting, Green edge of an unknown object
  • 🔗 Relationship: These items are in the background, behind and below the primary pipe, forming part of a larger pile of mixed waste.
  • 🗂 Category: Plastics: Other Plastic Items (specifically, a plastic pipe)
  • ♻️ Recyclability: Plastic pipes are generally recyclable, though specific recyclability depends on the type of plastic (e.g., PVC, HDPE) and local recycling facilities.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact type of plastic (e.g., PVC, HDPE) cannot be determined from the image alone.

— Crop 6 (region 2): crops/scan_1762183603/scan_1762183603_crop005.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Tapered rectangular/trapezoidal, wider at the top with a flared rim, internal ridges / Large
  • 🎨 Color: Grey
  • 🧪 State: Dirty, intact
  • 🎯 Purpose: Large planter pot or general-purpose storage container/bin
  • 👁 Visibility: Almost entirely visible and complete, showing full height and width from this angle.
  • 🔍 Other objects: Plastic sheeting, Clear plastic wrapping, Blue tarp-like material, Other waste items
  • 🔗 Relationship: Other waste items or materials that the primary object is resting on or surrounded by within the larger waste container.
  • 🗂 Category: Plastics/Other Plastic Containers
  • ♻️ Recyclability: Likely recyclable, as it appears to be a common rigid plastic, though specific plastic type (e.g., HDPE, PP) and local facility capabilities would determine exact recyclability.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: Exact type of plastic (e.g., HDPE, PP) is not discernible., Exact original purpose (planter vs. general bin) is a minor ambiguity.

— Crop 7 (region 7): crops/scan_1762183603/scan_1762183603_crop006.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Rectangular, flat tray-like with a perforated grid pattern and internal dividers / Medium-sized, appears to be an insert or component
  • 🎨 Color: Blue and black
  • 🧪 State: Intact and relatively clean
  • 🎯 Purpose: Storage, organization, or as a component within a larger system, possibly for electronics or retail display, given the barcode.
  • 👁 Visibility: Mostly complete, with a small portion on the far left edge cut off. The top surface is clearly visible.
  • 🔍 Other objects: A white, opaque plastic container/bottle, partially visible on the far left, Clear plastic film/sheeting underneath and around the blue crate, A dark surface (possibly the floor of the waste container or other waste) underneath the clear film
  • 🔗 Relationship: The blue crate is resting on the clear plastic film, which is on top of other waste. The white container is adjacent to it.
  • 🗂 Category: Plastics/Rigid Plastic Packaging
  • ♻️ Recyclability: Likely recyclable as a rigid plastic, though specific plastic type (e.g., PP, HDPE) and local recycling facilities would determine actual recyclability.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact type of rigid plastic is not discernible., The precise original function (e.g., specific electronic component tray, retail display insert) is not fully clear, but its general nature as a rigid plastic item is.

— Crop 8 (region 1): crops/scan_1762183603/scan_1762183603_crop007.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Rectangular/trapezoidal with angled and molded sides / Large
  • 🎨 Color: Off-white/light grey
  • 🧪 State: Intact, relatively clean with minor scuffs
  • 🎯 Purpose: Casing or housing for an appliance (e.g., washing machine, refrigerator component) or a large industrial container part
  • 👁 Visibility: The primary object is largely visible and occupies most of the crop, though its full extent is not shown as it extends beyond the crop boundaries.
  • 🔍 Other objects: Portions of other white/light-colored rigid plastic items, Darker elements (possibly metal or plastic), A partial blue object (possibly a plastic crate or pipe)
  • 🔗 Relationship: These are other discarded items, likely similar plastic waste, piled together with the primary object.
  • 🗂 Category: Plastics: Other Plastic Items
  • ♻️ Recyclability: Potentially recyclable, as it appears to be a large rigid plastic. Actual recyclability depends on the specific plastic type and local recycling facilities.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact original purpose (e.g., specific appliance part vs. industrial container) is not definitively clear.

— Crop 9 (region 2): crops/scan_1762183603/scan_1762183603_crop008.jpg
  • 🧱 Material: Metal
  • 🧩 Shape/Size: Flat, angled panel or structural component with a distinct edge / Medium to large component
  • 🎨 Color: Dull greyish-silver with dark stains
  • 🧪 State: Dirty and weathered
  • 🎯 Purpose: Component of machinery, a large container, a lid, or a structural element
  • 👁 Visibility: A significant portion of the object's surface and one edge are visible; it extends beyond the crop boundaries.
  • 🔍 Other objects: Glimpse of a blue circular object (possibly a cap or pipe opening), Portion of white/light-colored rigid material
  • 🔗 Relationship: These elements appear to be behind or adjacent to the primary object, possibly part of the same larger assembly or other waste items in close proximity.
  • 🗂 Category: Metals: Other ferrous and non-ferrous metals
  • ♻️ Recyclability: If it is metal, it is generally recyclable, though its dirty and weathered condition might require pre-processing.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: The exact type of metal (e.g., aluminum vs. steel) is not clear., The extent of dirt/corrosion makes it harder to be definitive about the material's pristine state., There is a slight possibility it could be a very rigid, painted plastic due to weathering.

— Crop 10 (region 0): crops/scan_1762183603/scan_1762183603_crop009.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Rectangular, crate-like with a grid pattern / Medium-sized, consistent with a standard storage or transport crate
  • 🎨 Color: Blue
  • 🧪 State: Discarded, appears relatively clean
  • 🎯 Purpose: Storage, transport, or display of goods
  • 👁 Visibility: The blue plastic crate is almost entirely visible and clearly identifiable within the crop.
  • 🔍 Other objects: A white/light grey strap or band, Edge of another container or the skip itself
  • 🔗 Relationship: The strap is lying on the crate. The other container edge forms the immediate background.
  • 🗂 Category: Plastics: Other Plastic Containers
  • ♻️ Recyclability: Likely recyclable, as rigid plastics are commonly accepted in recycling streams, though specific plastic type (e.g., HDPE, PP) would determine exact recyclability.
  • 📈 Confidence: A (High: Clear features, high confidence)

— Crop 11 (region 10): crops/scan_1762183603/scan_1762183603_crop010.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Elongated, half-cylindrical (half-pipe) / Large, extends across a significant portion of the crop
  • 🎨 Color: Blue
  • 🧪 State: Used, dirty, and partially damaged
  • 🎯 Purpose: Drainage pipe, gutter, or part of a chute/slide system
  • 👁 Visibility: A substantial section of the object is visible, running diagonally across the image, though its full length is not captured.
  • 🔍 Other objects: Grey/white plastic pipes/tubes, White round lidded container, Grey rectangular container/bin, Blue plastic crate/basket, Transparent plastic film/bags, Dark grey/black flat plastic pieces, Rusty interior of a skip/container
  • 🔗 Relationship: All items are co-mingled in what appears to be a waste skip, suggesting they are discarded together.
  • 🗂 Category: Plastics/Other Plastic Items (specifically, a large plastic pipe or gutter)
  • ♻️ Recyclability: Likely recyclable if made from a common plastic type (e.g., PVC, HDPE), but depends on local recycling infrastructure for large, rigid plastic items.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact type of plastic (e.g., PVC, HDPE) is not discernible from the image alone., The precise original function (e.g., specific type of drainage, part of a specific structure) is inferred but not definitively confirmed.

— Crop 12 (region 11): crops/scan_1762183603/scan_1762183603_crop011.jpg
  • 🧱 Material: plastic
  • 🧩 Shape/Size: large, curved, somewhat conical or bowl-shaped with internal structural ribs / large
  • 🎨 Color: white, with some dark stains/grime
  • 🧪 State: dirty, possibly disassembled or broken
  • 🎯 Purpose: component of a washing machine drum, a large industrial container, or a part of a large plastic appliance
  • 👁 Visibility: A significant portion of the object is visible, showing its curved structure, internal ribs, and a circular opening. It is partially obscured by another object on the left.
  • 🔍 Other objects: a dark, possibly metallic or very dark plastic object partially covering the primary object on the left, a green strap or band at the bottom, a small blue circular object visible through the opening of the primary object
  • 🔗 Relationship: The dark object is resting on or leaning against the primary object. The green strap is below it. The blue object is seen through the primary object's opening.
  • 🗂 Category: Plastics/Other Plastic Items
  • ♻️ Recyclability: Potentially recyclable, as rigid plastics are generally recyclable, but specific plastic type and local facilities would determine actual recyclability.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: The exact original function of the plastic piece is not fully clear; it could be from various large plastic items or appliances., The dark object partially obscuring it adds a minor ambiguity to its full form.

— Crop 13 (region 9): crops/scan_1762183603/scan_1762183603_crop013.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Flat, elongated fragment with a curved/angled edge / Medium-sized fragment
  • 🎨 Color: White
  • 🧪 State: Intact, relatively clean
  • 🎯 Purpose: Part of a larger plastic panel, trim, or component from an appliance or furniture
  • 👁 Visibility: Partially visible, a significant portion of the fragment is shown
  • 🔍 Other objects: Beige/light brown textured surface in the background, Dark surface below the primary object
  • 🔗 Relationship: The beige surface is behind and above, possibly another piece of waste. The dark surface is below, acting as a base or another piece of waste.
  • 🗂 Category: Plastics: Other Plastic Items
  • ♻️ Recyclability: Potentially recyclable, as it appears to be a rigid plastic, but specific plastic type and local facilities would determine actual recyclability.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: Exact original purpose of the plastic piece is unclear, Nature of the beige background material is uncertain

📊 Test Results Statistics

Processing Time: 111.811s
API Calls: 13
Input Tokens: 20,397
Output Tokens: 6,719
Total Tokens: 41,436
Avg API Response Time: 14.923s

⏱️ Phase Time Distribution

Segmentation
1.559s (1.4%)
Crop Generation
0.169s (0.2%)
CLIP Classification
0.897s (0.8%)
Prompt Building
0.001s (0.0%)
Gemini Inference
108.973s (97.6%)
Segmented Regions with BBoxes
Segmented Regions with BBoxes (19 objects)

📦 Individual Crops (19)

crop000
crop001
crop002
crop003
crop004
crop005
crop006
crop007
crop008
crop009
crop010
crop011
crop012
crop013
crop014
crop015
crop016
crop017
crop018

🔍 Detailed Analysis Results

🔍 Waste Analysis (scan 1762183604)
📦 Crops analyzed: 19

— Crop 1 (region 0): crops/scan_1762183604/scan_1762183604_crop000.jpg
  • 🧱 Material: Concrete/Stone (mineral)
  • 🧩 Shape/Size: Rectangular slab / Medium to large slab
  • 🎨 Color: Grey base with multi-colored aggregate (white, black, brown, grey)
  • 🧪 State: Relatively clean, appears as construction debris
  • 🎯 Purpose: Paving slab, decorative concrete panel, or building material
  • 👁 Visibility: Largely visible and complete, showing one main face and edges
  • 🔍 Other objects: Brown/orange sack (possibly cement or sand), Other grey, rough-textured objects (likely concrete or construction debris), Rusty metal edge of a skip or container
  • 🔗 Relationship: The primary object is resting on or next to other construction debris and a sack, all within a larger container.
  • 🗂 Category: Non-Combustible Materials (specifically concrete/mineral waste)
  • ♻️ Recyclability: Concrete can often be crushed and recycled as aggregate for new construction or road base.
  • 📈 Confidence: A (High: Clear features, high confidence)

— Crop 2 (region 17): crops/scan_1762183604/scan_1762183604_crop001.jpg
  • 🧱 Material: Metal
  • 🧩 Shape/Size: Flat or angled sheet/beam, part of a container wall / Large, part of a substantial structure
  • 🎨 Color: Rusty brown with patches of peeling green paint
  • 🧪 State: Damaged (rusted, paint peeling), dirty (dust/debris on surface)
  • 🎯 Purpose: Part of a large metal container, likely a skip or dumpster for waste collection
  • 👁 Visibility: A significant portion of the metal surface is visible, showing its texture, rust, and peeling paint. It is clearly part of a larger object, but the visible section is substantial enough for analysis.
  • 🔍 Other objects: Grey, granular, rock-like material (likely concrete or aggregate)
  • 🔗 Relationship: The granular material is resting against or near the metal surface, indicating the metal object is a container for such materials.
  • 🗂 Category: Metals
  • ♻️ Recyclability: Potentially recyclable as scrap metal, but would require cleaning and processing due to rust and paint.
  • 📈 Confidence: A (High: Clear features, high confidence)

— Crop 3 (region 6): crops/scan_1762183604/scan_1762183604_crop002.jpg
  • 🧱 Material: Composite
  • 🧩 Shape/Size: Rectangular/polygonal slabs / Large
  • 🎨 Color: Grey with light aggregate
  • 🧪 State: Discarded, dirty
  • 🎯 Purpose: Paving, construction
  • 👁 Visibility: Several pieces are visible, some appear to be complete slabs, others are fragments. They are largely visible within the crop.
  • 🔍 Other objects: Orange and white bag (likely cement or joint filler), Other grey concrete fragments
  • 🔗 Relationship: The bag likely contains materials used in conjunction with the concrete pavers. The other concrete fragments are similar construction waste.
  • 🗂 Category: Non-Combustible Materials
  • ♻️ Recyclability: Potentially recyclable as aggregate if clean and local facilities allow.
  • 📈 Confidence: A (High: Clear features, high confidence)

— Crop 4 (region 2): crops/scan_1762183604/scan_1762183604_crop003.jpg
  • 🧱 Material: Composite (plastic bag with construction material contents)
  • 🧩 Shape/Size: Rectangular bag / Large, consistent with a standard bag of construction material (e.g., 25kg)
  • 🎨 Color: Orange, white, and black
  • 🧪 State: Intact, contains product, relatively clean
  • 🎯 Purpose: Packaging for tile grout or joint filler
  • 👁 Visibility: Mostly visible, a significant portion of the front face is clear, including product information. The bottom left corner is slightly obscured.
  • 🔍 Other objects: Grey concrete block, Other similar bags (partially visible), General debris and broken concrete pieces, Brown/beige woven bag
  • 🔗 Relationship: The concrete block is in the foreground, partially obscuring the primary object. Other bags and debris are in the background, part of the same waste pile.
  • 🗂 Category: Composite Materials (multi-material packaging: plastic bag containing construction material)
  • ♻️ Recyclability: Generally not easily recyclable in standard municipal streams due to composite nature and contents; likely destined for landfill or specialized construction waste processing.
  • 📈 Confidence: A (High: Clear features, high confidence)

— Crop 5 (region 6): crops/scan_1762183604/scan_1762183604_crop004.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Irregular, bulky, lumpy, conforming to contents / Large, appears to be a bulk industrial bag
  • 🎨 Color: Light beige/off-white, somewhat translucent
  • 🧪 State: Intact but dirty with residue, discarded
  • 🎯 Purpose: To contain and transport bulk construction materials like cement, plaster, or sand
  • 👁 Visibility: The majority of the large bag is visible, dominating the crop, though its edges are cut off
  • 🔍 Other objects: Fragments of broken concrete or stone blocks, A small portion of another bag (possibly paper or fabric) in the top left corner, A small piece of brown material with a dark symbol (possibly a letter) in the bottom left
  • 🔗 Relationship: These are other pieces of construction debris, surrounding and partially supporting the primary bag, all part of the same waste pile.
  • 🗂 Category: Plastics: Plastic Bags
  • ♻️ Recyclability: Likely non-recyclable in standard municipal streams due to contamination with construction material and the type of plastic.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: Exact type of plastic for the bag is not definitively identifiable., Precise contents of the bag are inferred as construction powder., The CLIP statistical context suggesting 'Metals/foil' is inconsistent with visual evidence.

— Crop 6 (region 11): crops/scan_1762183604/scan_1762183604_crop005.jpg
  • 🧱 Material: Non-Combustible Materials (concrete/cement)
  • 🧩 Shape/Size: Irregular block-like, with rough edges / Medium-sized construction block
  • 🎨 Color: Light grey
  • 🧪 State: Damaged, discarded
  • 🎯 Purpose: Construction material (e.g., paver, block, slab)
  • 👁 Visibility: The main body of the block is visible, with some edges cropped. A distinct corner is visible at the top right.
  • 🔍 Other objects: Portion of another concrete-like material with exposed aggregate surface (top right)
  • 🔗 Relationship: Another piece of construction debris, likely of similar material, discarded together.
  • 🗂 Category: Non-Combustible Materials (concrete/cement construction debris)
  • ♻️ Recyclability: Concrete can often be crushed and recycled as aggregate, depending on local facilities and purity.
  • 📈 Confidence: A (High: Clear features, high confidence)

— Crop 7 (region 7): crops/scan_1762183604/scan_1762183604_crop006.jpg
  • 🧱 Material: Woven polypropylene plastic
  • 🧩 Shape/Size: Sack-like, rectangular when full, crumpled / Large, typical for building material bags (e.g., 25kg)
  • 🎨 Color: Orange, white, and grey
  • 🧪 State: Discarded, likely empty or partially empty
  • 🎯 Purpose: Packaging for building materials like tile grout or cement
  • 👁 Visibility: A significant portion of one bag is clearly visible, along with parts of another similar bag
  • 🔍 Other objects: Blue plastic bag, Rusty metal container (skip/dumpster), Green foliage
  • 🔗 Relationship: The blue plastic bag is adjacent to the primary object, both are contained within the rusty metal skip. The foliage is in the background.
  • 🗂 Category: Plastics: Other Plastic Items (Woven polypropylene bag for building materials)
  • ♻️ Recyclability: Potentially recyclable if clean and local facilities accept woven polypropylene, but often not recycled in construction waste streams due to contamination.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: Exact material composition (e.g., single-layer woven plastic vs. multi-layer composite) is not 100% certain, though woven plastic is highly probable., Whether the bag is completely empty or contains residual material.

— Crop 8 (region 5): crops/scan_1762183604/scan_1762183604_crop007.jpg
  • 🧱 Material: Concrete
  • 🧩 Shape/Size: Roughly cylindrical or block-like with a circular opening / Large, substantial segment
  • 🎨 Color: Grey
  • 🧪 State: Damaged and discarded
  • 🎯 Purpose: Section of a concrete pipe, culvert, or pre-cast concrete block used in construction or drainage
  • 👁 Visibility: A significant portion is visible, showing its characteristic shape, texture, and circular opening, though not fully complete.
  • 🔍 Other objects: Portion of a white and orange bag with text 'ANC' and 'JOINT' (likely cement/mortar bag), Smaller, irregular pieces of concrete or rubble
  • 🔗 Relationship: Associated with construction waste, in close proximity to the primary concrete object.
  • 🗂 Category: Non-Combustible Materials (specifically construction and demolition waste)
  • ♻️ Recyclability: Concrete can be crushed and recycled as aggregate, depending on local facilities and contamination.
  • 📈 Confidence: A (High: Clear features, high confidence)

— Crop 9 (region 4): crops/scan_1762183604/scan_1762183604_crop008.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Rectangular bag, creased / Large, consistent with construction material packaging
  • 🎨 Color: Predominantly purple with white and black text/graphics
  • 🧪 State: Empty or partially empty, dirty bag containing residual construction material
  • 🎯 Purpose: Packaging for construction material, specifically mortar or adhesive
  • 👁 Visibility: Most of the bag is visible, with the bottom portion obscured by another bag. The overall shape and branding are identifiable.
  • 🔍 Other objects: Portion of an orange and white construction material bag, Green metal structure, Green foliage, Wooden planks in background
  • 🔗 Relationship: The orange and white bag is partially underneath and obscuring the primary object. The green structure, foliage, and wooden planks are background elements.
  • 🗂 Category: Plastics/Plastic Bags
  • ♻️ Recyclability: Likely non-recyclable through standard curbside programs due to material type (often woven polypropylene or thick HDPE/LDPE) and potential contamination with residual building materials.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact type of plastic (e.g., HDPE, LDPE, woven PP) is not discernible, which could affect specific recycling processes., The exact amount of residual material inside the bag is unknown.

— Crop 10 (region 8): crops/scan_1762183604/scan_1762183604_crop009.jpg
  • 🧱 Material: Plastic (woven polypropylene)
  • 🧩 Shape/Size: Sack-like, rectangular when full, somewhat flattened / Appears to be a standard large bag for construction materials (e.g., 20-25kg capacity)
  • 🎨 Color: Orange and white
  • 🧪 State: Intact, likely containing residual product
  • 🎯 Purpose: Packaging for tile grout or joint filler ('JOINT FIN CARRELAGE BLANC')
  • 👁 Visibility: The majority of the bag is visible, including prominent text, branding, and a barcode. The top and bottom edges are slightly cropped.
  • 🔍 Other objects: Portions of other similar orange and white bags, Concrete or stone debris/slabs
  • 🔗 Relationship: The other bags are identical or similar products, suggesting a batch of construction materials. The concrete debris is likely related construction waste.
  • 🗂 Category: Plastics: Other Plastic Items (specifically, a woven plastic sack for construction material)
  • ♻️ Recyclability: Woven polypropylene bags for construction materials are generally not accepted in standard curbside recycling programs due to material type and potential contamination. They often require specialized recycling streams or are disposed of as general waste.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: While clearly plastic, the specific grade of woven plastic (e.g., PP) is inferred from common packaging for such products rather than explicitly visible.

— Crop 11 (region 13): crops/scan_1762183604/scan_1762183604_crop010.jpg
  • 🧱 Material: Composite, likely woven plastic or multi-layer paper/plastic for a construction material bag
  • 🧩 Shape/Size: Rectangular bag, somewhat deformed / Standard construction material bag size, likely 20-25kg capacity
  • 🎨 Color: Orange with white text and labels
  • 🧪 State: Intact, likely containing residual material, discarded as waste
  • 🎯 Purpose: Packaging for construction material, specifically tile grout or adhesive (JOINT FIN CARRELAGE)
  • 👁 Visibility: The primary object is largely visible and identifiable, though its bottom portion is obscured
  • 🔍 Other objects: Another similar orange bag (partially visible to the right), A white bag (partially visible below the primary object), Brown material (possibly cardboard or paper) underneath the primary bag
  • 🔗 Relationship: Other bags are similar waste items, likely discarded together. The brown material is underneath, possibly supporting or mixed with the primary object.
  • 🗂 Category: Composite Materials (due to the nature of construction material bags often being multi-layered for strength and moisture resistance, or woven plastic)
  • ♻️ Recyclability: Generally not easily recyclable due to residual contents and the material composition (often multi-layer or woven plastic that is hard to process). Typically disposed of as general construction waste.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: Exact material composition of the bag (e.g., woven polypropylene vs. multi-layer paper/plastic)

— Crop 12 (region 15): crops/scan_1762183604/scan_1762183604_crop011.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Rectangular sack / Large, consistent with construction material packaging
  • 🎨 Color: Orange and white
  • 🧪 State: Intact, containing product
  • 🎯 Purpose: Packaging for tile grout
  • 👁 Visibility: The top and a significant portion of the front of the bag are visible, appearing mostly complete.
  • 🔍 Other objects: Another similar orange bag (partially visible), Grey concrete or stone pieces, Partial purple plastic item, Green foliage in the background
  • 🔗 Relationship: The other orange bag is identical, suggesting it's also tile grout. The concrete/stone pieces are construction debris, likely from the same source or project. The purple item and foliage are unrelated background elements.
  • 🗂 Category: Plastics: Plastic Bags
  • ♻️ Recyclability: Likely not recyclable in standard municipal streams due to its heavy-duty woven plastic material and potential contamination from construction product residue.
  • 📈 Confidence: A (High: Clear features, high confidence)

— Crop 13 (region 1): crops/scan_1762183604/scan_1762183604_crop012.jpg
  • 🧱 Material: Composite (paper bag with mineral contents)
  • 🧩 Shape/Size: Rectangular bag, partially collapsed and open / Medium to large, consistent with a bag of construction material
  • 🎨 Color: Brown/tan paper with some orange/reddish print; contents are white/light grey
  • 🧪 State: Open, partially emptied, contents spilling, appears dirty from construction environment
  • 🎯 Purpose: Packaging for construction materials such as cement, grout, or sand
  • 👁 Visibility: The upper portion of the bag is visible, including its opening and some of the contents. Mostly complete within the crop, with the very bottom cut off.
  • 🔍 Other objects: White plastic sheeting/bag material behind the paper bag, Grey, granular material (possibly gravel or concrete debris) around and under the bag, Textured, grey, possibly concrete or stone block in the foreground
  • 🔗 Relationship: These are other pieces of construction waste or debris in the same skip, forming the environment around the primary object. The granular material is likely spilled contents or surrounding debris.
  • 🗂 Category: Composite Materials
  • ♻️ Recyclability: Likely not recyclable in standard streams due to contamination with mineral residues and potential plastic liner.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact composition of the mineral contents (e.g., cement, grout, sand) is not precisely identifiable from the image., The exact layering of the bag (e.g., if it has a plastic liner) is not fully visible, but common for such products.

— Crop 14 (region 16): crops/scan_1762183604/scan_1762183604_crop013.jpg
  • 🧱 Material: Plastic (woven polypropylene)
  • 🧩 Shape/Size: Bag-like, cylindrical when full, flattened due to stacking / Large, consistent with standard construction material bags (e.g., 25kg)
  • 🎨 Color: Predominantly orange with white labels and black text
  • 🧪 State: Intact, appears to contain its original product, possibly dirty from a construction environment
  • 🎯 Purpose: Packaging for construction materials such as tile adhesive, joint filler, or cement
  • 👁 Visibility: Multiple bags are partially visible, overlapping each other. Barcodes and product text ('CARRELAGE', 'JOINT FIN') are clearly visible on the exposed surfaces.
  • 🔍 Other objects: Portions of other identical or similar plastic bags, White granular material (likely contents of the bags or spilled material)
  • 🔗 Relationship: Other bags are stacked with and partially obscured by the primary object. The granular material is likely the product contained within these types of bags.
  • 🗂 Category: Plastics: Other Plastic Items (specifically woven polypropylene bags for construction materials)
  • ♻️ Recyclability: Likely not recyclable through standard municipal curbside programs due to the specific material type (woven polypropylene) and potential contamination with construction debris. May be recyclable via specialized industrial streams if cleaned.
  • 📈 Confidence: A (High: Clear features, high confidence)

— Crop 15 (region 7): crops/scan_1762183604/scan_1762183604_crop014.jpg
  • 🧱 Material: Mineral (stones/pebbles)
  • 🧩 Shape/Size: Irregular, angular to sub-rounded fragments / Small, consistent, likely 5-20mm
  • 🎨 Color: Dark greyish-brown
  • 🧪 State: Contained within a mesh bag, appears clean
  • 🎯 Purpose: Construction aggregate, landscaping material, or decorative stones
  • 👁 Visibility: The entire bag of pebbles is visible and complete within the crop
  • 🔍 Other objects: Mesh bag containing the pebbles, Indistinct dark background elements (likely other rubble or skip interior)
  • 🔗 Relationship: The mesh bag is a container for the primary object (pebbles).
  • 🗂 Category: Non-Combustible Materials
  • ♻️ Recyclability: Pebbles/stones can be reused as aggregate or fill in construction projects.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The material of the mesh bag (likely plastic) could lead to a 'Composite Materials' classification if the bag and contents are considered a single primary object., The CLIP statistical context suggesting 'Textiles' is a misinterpretation of the mesh bag.

— Crop 16 (region 3): crops/scan_1762183604/scan_1762183604_crop015.jpg
  • 🧱 Material: Concrete/Aggregate
  • 🧩 Shape/Size: Rectangular block / Medium-sized, larger than a hand
  • 🎨 Color: Grey with visible aggregate particles
  • 🧪 State: Damaged, discarded, dry
  • 🎯 Purpose: Paving stone, concrete block, or piece of a larger concrete structure
  • 👁 Visibility: Largely visible and complete within the crop, showing one main face and a side
  • 🔍 Other objects: Portions of paper or plastic bags (possibly cement or jointing compound bags), Orange-colored bag
  • 🔗 Relationship: These bags are likely other construction waste items, possibly related to the installation or use of the primary object. They are positioned behind and slightly above the primary object.
  • 🗂 Category: Non-Combustible Materials (Construction debris)
  • ♻️ Recyclability: Concrete and aggregate materials are often recyclable as crushed aggregate for new construction or fill, depending on local facilities and contamination.
  • 📈 Confidence: A (High: Clear features, high confidence)

— Crop 17 (region 10): crops/scan_1762183604/scan_1762183604_crop016.jpg
  • 🧱 Material: Composite
  • 🧩 Shape/Size: Bag-like, crumpled / Large
  • 🎨 Color: Orange and white
  • 🧪 State: Partially full or empty, crumpled
  • 🎯 Purpose: Packaging for building materials like jointing compound or grout
  • 👁 Visibility: Mostly complete and clearly visible, including text and barcode
  • 🔍 Other objects: Another orange bag (similar to primary object), A purple/pink bag (likely building material packaging), White material (possibly spilled contents or other bags), Barcode label on primary object
  • 🔗 Relationship: Other bags of similar construction materials, discarded together
  • 🗂 Category: Composite Materials
  • ♻️ Recyclability: Likely not recyclable in standard municipal streams due to material composition and potential contamination from contents.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: Exact multi-layer composition versus purely woven plastic is not definitively visible.

— Crop 18 (region 17): crops/scan_1762183604/scan_1762183604_crop017.jpg
  • 🧱 Material: Mineral/Stone
  • 🧩 Shape/Size: Granular, irregular small particles forming a pile / Small (individual particles), large (overall pile)
  • 🎨 Color: Light grey and beige
  • 🧪 State: Intact, loose, appears clean
  • 🎯 Purpose: Construction material (e.g., aggregate for concrete, fill, drainage)
  • 👁 Visibility: A significant portion of the pile is visible, partially covered by another material.
  • 🔍 Other objects: A dark, draped material (likely a tarp or heavy fabric), A small portion of a white bag with green text
  • 🔗 Relationship: The dark material is draped over the pile of aggregate. The white bag is adjacent to the aggregate.
  • 🗂 Category: Non-Combustible Materials
  • ♻️ Recyclability: Yes, aggregate can often be recycled or reused as fill material in construction projects.
  • 📈 Confidence: A (High: Clear features, high confidence)

— Crop 19 (region 14): crops/scan_1762183604/scan_1762183604_crop018.jpg
  • 🧱 Material: mineral/inorganic (construction aggregate/debris)
  • 🧩 Shape/Size: irregular, granular / small granules, filling a large bag
  • 🎨 Color: greyish-white
  • 🧪 State: loose, granular, discarded
  • 🎯 Purpose: construction material (e.g., sand, gravel, cement, grout)
  • 👁 Visibility: The granular contents are fully visible within the open bag, occupying most of the crop area.
  • 🔍 Other objects: open bag containing the granular material, portions of other white bags or containers in the background
  • 🔗 Relationship: The bag serves as a container for the primary object. Other bags are part of the surrounding waste pile, visible in the original image context.
  • 🗂 Category: Non-Combustible Materials (specifically construction and demolition waste)
  • ♻️ Recyclability: Potentially recyclable as aggregate if processed at a specialized construction and demolition waste facility, but not typically suitable for standard curbside recycling.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: Exact chemical composition of the granular material (e.g., sand, gravel, cement mix) is not definitively identifiable without further testing, but its general nature as construction debris is clear from context.

📊 Test Results Statistics

Processing Time: 189.824s
API Calls: 19
Input Tokens: 29,851
Output Tokens: 9,243
Total Tokens: 62,597
Avg API Response Time: 15.577s

⏱️ Phase Time Distribution

Segmentation
2.542s (1.3%)
Crop Generation
0.286s (0.2%)
CLIP Classification
1.475s (0.8%)
Prompt Building
0.001s (0.0%)
Gemini Inference
185.222s (97.7%)
Segmented Regions with BBoxes
Segmented Regions with BBoxes (13 objects)

📦 Individual Crops (13)

crop000
crop001
crop002
crop003
crop004
crop005
crop006
crop007
crop008
crop009
crop010
crop011
crop012

🔍 Detailed Analysis Results

🔍 Waste Analysis (scan 1762183605)
📦 Crops analyzed: 13

— Crop 1 (region 0): crops/scan_1762183605/scan_1762183605_crop000.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Part of a rectangular or tub-like container / Large, as it appears to be a container holding other items (context from original image)
  • 🎨 Color: Off-white/cream
  • 🧪 State: Dirty, intact
  • 🎯 Purpose: A large container, possibly a bin or tub for holding waste or other items
  • 👁 Visibility: Only the top edge and a small portion of the interior/exterior wall of the container are visible
  • 🗂 Category: Plastics/Other Plastic Items
  • ♻️ Recyclability: Likely recyclable if it's a common rigid plastic, but depends on the specific plastic type (e.g., HDPE, PP) and local recycling facilities.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: Exact type of plastic (e.g., HDPE, PP) is not discernible., Specific function beyond 'container' is not clear from the crop alone.

— Crop 2 (region 3): crops/scan_1762183605/scan_1762183605_crop001.jpg
  • 🧱 Material: Cardboard
  • 🧩 Shape/Size: Irregularly shaped, crumpled / Large, occupying most of the crop
  • 🎨 Color: Greyish-white
  • 🧪 State: Dirty, damaged, crumpled
  • 🎯 Purpose: Packaging material, such as a box or sheet
  • 👁 Visibility: The primary object is largely visible and occupies most of the crop, though its full original shape is obscured by its crumpled state.
  • 🔍 Other objects: Darker, irregularly shaped objects (possibly wood or other debris), Darker plastic-like elements
  • 🔗 Relationship: These secondary elements are underneath or adjacent to the primary cardboard object, forming a pile of mixed waste.
  • 🗂 Category: Cardboard
  • ♻️ Recyclability: Cardboard is generally recyclable. Its current wet and crumpled state might affect its actual recyclability in some systems, but it should still be recyclable as cardboard.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The CLIP statistical context suggested 'Textiles/towel', which is visually contradicted by the clear corrugated texture of cardboard., The exact original form (e.g., box vs. flat sheet) is not fully clear due to the object's crumpled state.

— Crop 3 (region 0): crops/scan_1762183605/scan_1762183605_crop002.jpg
  • 🧱 Material: Cardboard
  • 🧩 Shape/Size: Cylindrical / Standard size for a spirit bottle package
  • 🎨 Color: Beige with dark brown/reddish-brown lines and a dark label
  • 🧪 State: Intact, clean
  • 🎯 Purpose: Packaging for a bottle of rum, possibly a gift set
  • 👁 Visibility: Mostly visible, with slight cropping at the very top and bottom edges. The main body and label are clear.
  • 🔍 Other objects: Crumpled paper/cardboard, Black plastic pieces, Clear plastic disc, White plastic item with 'evian' and 'BADOIT' logos
  • 🔗 Relationship: The primary object is part of a larger collection of unrelated waste items in a bin.
  • 🗂 Category: Cardboard
  • ♻️ Recyclability: Generally recyclable
  • 📈 Confidence: A (High: Clear features, high confidence)

— Crop 4 (region 5): crops/scan_1762183605/scan_1762183605_crop003.jpg
  • 🧱 Material: Paper
  • 🧩 Shape/Size: Irregular, crumpled mass / Large, fills most of the crop
  • 🎨 Color: Off-white to light grey with darker soiled areas
  • 🧪 State: Damaged, crumpled, possibly dirty/wet
  • 🎯 Purpose: Packaging material, possibly molded pulp or compressed paper product
  • 👁 Visibility: A large central portion of the object is visible, filling most of the crop
  • 🔍 Other objects: Portions of a blue plastic crate, Black plastic components, A clear plastic disc
  • 🔗 Relationship: The primary object is resting on or among these secondary items within a larger white bin.
  • 🗂 Category: Paper
  • ♻️ Recyclability: Potentially recyclable if it is solely paper/cardboard and not excessively contaminated, though its current degraded and possibly wet state might complicate recycling.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: Exact type of paper/cardboard (e.g., molded pulp, corrugated, general paper), Degree of contamination (wetness, dirt), Possibility of it being a composite material with a paper-like exterior

— Crop 5 (region 2): crops/scan_1762183605/scan_1762183605_crop004.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Long rectangular strip / Medium to large
  • 🎨 Color: Translucent white/clear with green, red, and yellow branding
  • 🧪 State: Dirty, discarded
  • 🎯 Purpose: Point-of-sale display element or shelf divider for bottled water products
  • 👁 Visibility: A significant portion of the length is visible, with ends cut off by the crop boundaries. It appears to be a complete piece of the display.
  • 🔍 Other objects: Blue plastic crate or tray, Cylindrical object with a yellow label (possibly a coffee can), Dark, possibly plastic, structural pieces, Crumpled, light-colored material, Clear, circular plastic sheet or disc
  • 🔗 Relationship: The primary object is resting on or leaning against these secondary elements, which appear to be other discarded items in a bin.
  • 🗂 Category: Plastics/Other Plastic Items
  • ♻️ Recyclability: Rigid plastics are generally recyclable, but specific types and the presence of mixed materials (like ink) can affect this. It is likely recyclable in many systems.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact type of rigid plastic (e.g., PET, PP, PVC) is not discernible from the image.

— Crop 6 (region 9): crops/scan_1762183605/scan_1762183605_crop005.jpg
  • 🧱 Material: Metals
  • 🧩 Shape/Size: Irregular, crumpled mass / Large, occupying a significant portion of the crop
  • 🎨 Color: Silvery-grey
  • 🧪 State: Damaged and crumpled
  • 🎯 Purpose: Packaging foil or insulation material
  • 👁 Visibility: A large, central portion of the object is visible, but it appears to be part of a larger, amorphous mass.
  • 🔍 Other objects: Portion of a white and yellow carton/packaging with 'La Salvetat' branding (top left), Small visible edge of a blue plastic crate/container (bottom right), Dark, possibly plastic, fragments
  • 🔗 Relationship: These elements are mixed with the primary object within a waste container, indicating a mixed waste stream.
  • 🗂 Category: Metals (specifically aluminum foil or similar metallic packaging)
  • ♻️ Recyclability: Aluminum foil is generally recyclable, though its crumpled and potentially contaminated state might affect processing efficiency.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: The exact type of metal (e.g., aluminum vs. other foil) is not definitively identifiable., The extent of contamination or presence of non-metallic layers is unclear.

— Crop 7 (region 14): crops/scan_1762183605/scan_1762183605_crop006.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Circular disc / Large
  • 🎨 Color: Transparent/Clear
  • 🧪 State: Intact, possibly dirty
  • 🎯 Purpose: Component of an electronic device, possibly a protective cover or internal separator, given the presence of holes for fasteners.
  • 👁 Visibility: Mostly visible, a significant portion of the circular disc is present in the crop.
  • 🔍 Other objects: White object with 'evian' and 'BADOT' text, Dark plastic pieces, Crumpled paper/cardboard-like material
  • 🔗 Relationship: Mixed together in a waste container; the white object is partially underneath the clear plastic disc.
  • 🗂 Category: Composite Materials (as a component of E-waste)
  • ♻️ Recyclability: Potentially recyclable if separated, but complex if integrated into a composite electronic device due to potential mixed materials or specialized plastics.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: Exact original purpose of the plastic disc is unclear., Whether it's a standalone plastic item or part of a larger electronic device, although the CLIP context suggests E-waste.

— Crop 8 (region 9): crops/scan_1762183605/scan_1762183605_crop007.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Rectangular strip with a circular cutout / Medium-sized strip, approximately 20-30 cm long
  • 🎨 Color: Transparent/clear, with dirt and grime
  • 🧪 State: Dirty and discarded
  • 🎯 Purpose: Likely a component of a retail display stand or shelf divider, possibly for beverages given the 'evian' branding visible on a similar piece in the original image.
  • 👁 Visibility: A significant portion of the object is visible and complete within the crop, showing its length and a circular cutout.
  • 🔍 Other objects: Blue plastic crate/basket, Darker, possibly black, plastic object, Dirt and debris
  • 🔗 Relationship: The primary object is resting on top of the blue plastic crate and against the dark plastic object, which appear to be other discarded items in a waste container.
  • 🗂 Category: Plastics: Other Plastic Items (likely a display component)
  • ♻️ Recyclability: If made from a common recyclable plastic like PET or PS, it could be recyclable, but its dirty condition might complicate the process. Specific plastic type is not identifiable from the image.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: Exact type of plastic (e.g., PET, PS, Acrylic) is not discernible., Precise original function beyond 'display component' is not fully clear without more context.

— Crop 9 (region 11): crops/scan_1762183605/scan_1762183605_crop008.jpg
  • 🧱 Material: Metal
  • 🧩 Shape/Size: Irregular, amorphous, crumpled mass / Appears to be a substantial crumpled mass, difficult to determine exact dimensions without scale
  • 🎨 Color: Silvery-grey with metallic sheen
  • 🧪 State: Damaged, crumpled, possibly dirty in some areas
  • 🎯 Purpose: Likely aluminum foil from food packaging or a disposable aluminum container
  • 👁 Visibility: A significant portion of the crumpled metallic object is visible and forms the primary focus of the crop, though its full extent is not entirely clear.
  • 🔍 Other objects: Portions of a white plastic bin, Crumpled cardboard or paper (above), Yellow cylindrical container (left), Black plastic pieces (below and right), Clear plastic/acrylic disc (below), White plastic strip with 'evian' and 'BADOT' branding (partially underneath)
  • 🔗 Relationship: The primary object is co-mingled with other waste items within a white bin, resting amongst them.
  • 🗂 Category: Metals - aluminum cans and foil
  • ♻️ Recyclability: Likely recyclable as aluminum foil, assuming minimal food residue or contamination.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact original form of the aluminum (e.g., foil, tray) is obscured by the heavy crumpling.

— Crop 10 (region 7): crops/scan_1762183605/scan_1762183605_crop009.jpg
  • 🧱 Material: Cardboard
  • 🧩 Shape/Size: Amorphous, crumpled, irregular mass / Medium to large (before crumpling)
  • 🎨 Color: Greyish-white, discolored
  • 🧪 State: Damaged, dirty, crumpled
  • 🎯 Purpose: Packaging material, possibly a box or carton, indicated by visible text 'BLANC DE...'
  • 👁 Visibility: A large, central portion of the object is visible and mostly complete within the crop, but its original form is completely lost due to crumpling.
  • 🔍 Other objects: Darker, indistinct crumpled materials behind and to the right of the primary object
  • 🔗 Relationship: These are background elements, possibly other waste items or parts of the same crumpled mass.
  • 🗂 Category: Cardboard
  • ♻️ Recyclability: Generally recyclable, but its heavily crumpled, degraded, and potentially wet/soiled state might compromise its recyclability.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: The exact original form and thickness are hard to determine due to severe crumpling and degradation., It is difficult to definitively distinguish between very thick paper and thin cardboard in its current state., The extent of soiling or wetness is not fully clear, which impacts recyclability.

— Crop 11 (region 3): crops/scan_1762183605/scan_1762183605_crop010.jpg
  • 🧱 Material: Cardboard
  • 🧩 Shape/Size: Rectangular box / Medium-sized, consistent with food packaging
  • 🎨 Color: Dark grey/black with gold/yellow text on one side; lighter grey with scuff marks on top
  • 🧪 State: Dirty/scuffed, possibly slightly damaged/wet
  • 🎯 Purpose: Packaging for raisins or a similar food product
  • 👁 Visibility: A significant portion of the box is visible, including one side with text and part of the top surface. It is mostly complete within the crop.
  • 🔍 Other objects: Crumpled, possibly wet, paper or cardboard material, Dark, indistinct object to the right
  • 🔗 Relationship: The crumpled material appears to be behind or on top of the primary object. The dark object is adjacent.
  • 🗂 Category: Cardboard
  • ♻️ Recyclability: Cardboard is generally recyclable, though its current dirty/wet condition might affect its actual recyclability in some systems.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact type of cardboard (e.g., corrugated vs. paperboard) is not perfectly clear., The full extent of damage/wetness is not quantifiable from the crop alone.

— Crop 12 (region 12): crops/scan_1762183605/scan_1762183605_crop011.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Long, rectangular bar with a lattice-like structure on one side / Medium-sized component, approximately 30-40 cm visible length in the crop
  • 🎨 Color: Black
  • 🧪 State: Intact, possibly slightly dirty
  • 🎯 Purpose: Structural component, possibly a shelf support, rail, or part of a display unit or drawer system
  • 👁 Visibility: The object is mostly visible, extending beyond the left and right edges of the crop, suggesting it is a longer piece.
  • 🔍 Other objects: A flat, teal/light blue object underneath the primary black plastic object, A textured, possibly fabric or paper-like crumpled object on the far left edge
  • 🔗 Relationship: The teal object appears to be underneath the primary object, possibly part of the same larger item or a supporting element. The textured object is adjacent and partially obscured.
  • 🗂 Category: Plastics: Other Plastic Items
  • ♻️ Recyclability: Likely recyclable as rigid plastic, but specific recyclability depends on the exact type of plastic (resin code) and local recycling facility capabilities.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact type of plastic (e.g., PP, ABS) is not discernible without a resin code., The precise original item this component belonged to is not fully clear, though it appears to be a structural part of a larger plastic assembly.

— Crop 13 (region 5): crops/scan_1762183605/scan_1762183605_crop012.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Long, angular, U-shaped or L-shaped profiles / Several tens of centimeters in length
  • 🎨 Color: Black
  • 🧪 State: Relatively clean, no significant damage or soiling visible
  • 🎯 Purpose: Structural components or casing from electronic devices (e.g., E-waste)
  • 👁 Visibility: Multiple pieces are visible, showing mostly complete sections of their profiles, though their full length may extend beyond the crop boundaries.
  • 🔍 Other objects: More similar black plastic pieces in the background, Indistinct items partially obscured behind the primary objects
  • 🔗 Relationship: The other black pieces appear to be identical or very similar components, suggesting they are part of the same type of item or system as the primary object.
  • 🗂 Category: Composite Materials
  • ♻️ Recyclability: Likely recyclable as part of an e-waste stream, but specific plastic type and presence of other materials would determine the exact recycling process.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: Exact type of plastic is not identifiable., Specific electronic device these components belong to is unclear., Whether these are purely plastic or contain other integrated materials (e.g., metal inserts) is not fully discernible from the crop.

📊 Test Results Statistics

Processing Time: 117.84s
API Calls: 13
Input Tokens: 20,360
Output Tokens: 6,633
Total Tokens: 38,553
Avg API Response Time: 13.537s

⏱️ Phase Time Distribution

Segmentation
2.499s (2.1%)
Crop Generation
0.437s (0.4%)
CLIP Classification
1.062s (0.9%)
Prompt Building
0.001s (0.0%)
Gemini Inference
113.237s (96.6%)
Segmented Regions with BBoxes
Segmented Regions with BBoxes (12 objects)

📦 Individual Crops (12)

crop000
crop001
crop002
crop003
crop004
crop005
crop006
crop007
crop008
crop009
crop010
crop011

🔍 Detailed Analysis Results

🔍 Waste Analysis (scan 1762183606)
📦 Crops analyzed: 12

— Crop 1 (region 3): crops/scan_1762183606/scan_1762183606_crop000.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Irregular (bag), Cylindrical/Oblong (carrot) / Small to medium-sized bag, single carrot
  • 🎨 Color: Clear/Transparent (bag), Orange (carrot)
  • 🧪 State: Crumpled (bag), Intact (carrot)
  • 🎯 Purpose: Packaging/carrying (bag), Food item (carrot)
  • 👁 Visibility: The plastic bag is mostly visible, though its edges are cut off. The carrot inside is fully visible.
  • 🔍 Other objects: Black plastic bags, Crumpled white/grey paper-like material, Green and white patterned material (possibly hygiene product), Brown cardboard piece
  • 🔗 Relationship: The primary object (clear plastic bag with carrot) is resting on or among these other waste items.
  • 🗂 Category: Plastics: Plastic Bags
  • ♻️ Recyclability: Clear plastic bags are often recyclable, but the presence of organic waste (carrot) inside would contaminate the recycling stream, making it non-recyclable in most standard facilities unless the organic content is removed.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact type of plastic for the bag is not discernible., The presence of organic material (carrot) inside the plastic bag makes it a composite waste item, which complicates simple 'plastic bag' classification for recycling purposes.

— Crop 2 (region 1): crops/scan_1762183606/scan_1762183606_crop001.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Irregular, crumpled mass / Composed of multiple medium to large items
  • 🎨 Color: Transparent/clear
  • 🧪 State: Discarded, crumpled, collected in a mass
  • 🎯 Purpose: Packaging, waste containment
  • 👁 Visibility: A significant portion of the plastic material is visible, forming a large, amorphous mass. Individual items are not fully distinct but their collective presence is clear.
  • 🔍 Other objects: Portion of a yellow bin/container wall, Other waste items obscured within the plastic mass
  • 🔗 Relationship: The primary object (plastic mass) is contained within or resting against the yellow bin/container.
  • 🗂 Category: Plastics/bag
  • ♻️ Recyclability: Plastic bags and films are generally recyclable, but often require specific collection streams separate from rigid plastics to avoid contamination and processing issues.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact type of plastic (e.g., HDPE, LDPE) is not discernible., It is a collection of multiple plastic items rather than a single distinct bag or film, making precise individual item identification difficult.

— Crop 3 (region 2): crops/scan_1762183606/scan_1762183606_crop002.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Irregular, conforming to contents / Large, appears to contain other items
  • 🎨 Color: Translucent/clear
  • 🧪 State: Crumpled, dirty, containing other waste
  • 🎯 Purpose: To contain or wrap other items
  • 👁 Visibility: The plastic bag is largely visible and covers a significant portion of the crop, though its contents are partially obscured.
  • 🔍 Other objects: A large, yellow, rigid object (possibly plastic or metal) on the left side, A white, crumpled object (possibly paper or textile) on the right side, Indistinct items contained within the primary clear plastic bag, including what appears to be a black plastic bag
  • 🔗 Relationship: The primary clear plastic bag is resting against the yellow object and adjacent to the white crumpled object. It encloses other waste items.
  • 🗂 Category: Plastics: Plastic Bags
  • ♻️ Recyclability: Plastic bags are generally recyclable, but their recyclability can be compromised if they are dirty or contain non-recyclable materials, as appears to be the case here.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact nature and material of the yellow rigid object are not definitively clear from the crop alone., The specific contents within the clear plastic bag are not fully discernible.

— Crop 4 (region 7): crops/scan_1762183606/scan_1762183606_crop003.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Irregular, lumpy due to contents / Small to medium-sized bags
  • 🎨 Color: Black
  • 🧪 State: Dirty, crumpled, containing unknown waste
  • 🎯 Purpose: To contain and dispose of waste
  • 👁 Visibility: Multiple black plastic bags are clearly visible and mostly complete within the crop
  • 🔍 Other objects: A white plastic bag with yellowish staining at the top, A green and white plastic bag with 'PRINCE de BRETAGNE' text on the right side
  • 🔗 Relationship: These are also plastic bags, similar in nature to the primary black plastic bags, all appearing to be waste items.
  • 🗂 Category: Plastics: Plastic Bags
  • ♻️ Recyclability: Plastic bags are generally difficult to recycle through standard curbside programs. Given they are filled with unknown waste, they are likely destined for landfill or incineration.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact contents of the black bags are unknown, but this does not change their classification as 'Plastic Bags'.

— Crop 5 (region 0): crops/scan_1762183606/scan_1762183606_crop004.jpg
  • 🧱 Material: Composite (plastic film and likely paper/textile product)
  • 🧩 Shape/Size: Rectangular blocks / Large, bundled units
  • 🎨 Color: White contents, clear plastic wrap
  • 🧪 State: Clean, intact, packaged
  • 🎯 Purpose: Packaging for bulk household goods (e.g., paper towels, toilet paper)
  • 👁 Visibility: Two large, rectangular, plastic-wrapped bundles are clearly visible, almost entirely filling the crop.
  • 🔍 Other objects: Dark structure (possibly metal/plastic) on the right edge, Lighter structure (possibly concrete/wall) on the left edge
  • 🔗 Relationship: The primary objects are resting against or near these structures, suggesting they are stored or placed there.
  • 🗂 Category: Composite Materials
  • ♻️ Recyclability: Recyclability is challenging for composite materials unless components can be easily separated. Plastic film and paper/textile components may be recyclable individually, but not as a combined unit in most standard recycling streams.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: The exact nature of the white contents (paper product vs. textile product) is not definitively clear., The item appears to be new, packaged goods rather than discarded waste, which adds ambiguity to its 'waste' classification status., The specific type of plastic film is not discernible.

— Crop 6 (region 4): crops/scan_1762183606/scan_1762183606_crop005.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Rectangular, flexible, crumpled / Medium to large (consistent with a flour bag)
  • 🎨 Color: White and red
  • 🧪 State: Discarded, crumpled
  • 🎯 Purpose: Packaging for flour
  • 👁 Visibility: Mostly visible, showing the top and side portions
  • 🔍 Other objects: Black plastic bag, Crumpled white plastic/paper material
  • 🔗 Relationship: Adjacent waste items in the same bin, with the black bag partially underneath the primary object.
  • 🗂 Category: Plastics: Plastic Films
  • ♻️ Recyclability: Potentially recyclable in specific plastic film/bag collection streams, but often not accepted in standard curbside recycling due to processing challenges.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact type of plastic film is not discernible., There is a slight possibility it could be a multi-layer composite material, though it appears predominantly plastic film.

— Crop 7 (region 5): crops/scan_1762183606/scan_1762183606_crop006.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Cylindrical/elongated, wrapped / Medium, consistent with a large vegetable like a cucumber or leek
  • 🎨 Color: White with green text
  • 🧪 State: Intact, slightly crumpled, in a waste bin
  • 🎯 Purpose: Packaging for fresh produce (e.g., cucumber, leek) based on the 'PRINCE DE BRETAGNE' branding
  • 👁 Visibility: Mostly visible, with ends slightly obscured by other waste items
  • 🔍 Other objects: A piece of light brown cardboard, partially torn, with purple text ('AUBERGINE'), Numerous crumpled black plastic bags or film, Crumpled white plastic bags or film, Various small, unidentifiable fragments of waste
  • 🔗 Relationship: All secondary elements are mixed with the primary object in a pile of waste, indicating a mixed waste stream.
  • 🗂 Category: Plastics/Plastic Films (specifically food packaging film)
  • ♻️ Recyclability: Plastic films, especially those used for food packaging, are often not accepted in standard curbside recycling programs due to contamination and processing difficulties. Some specialized collection points may exist.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact contents of the plastic wrap are not visible, though the branding strongly suggests produce.

— Crop 8 (region 9): crops/scan_1762183606/scan_1762183606_crop007.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Irregular, crumpled / Medium to large
  • 🎨 Color: Transparent/clear, with yellowish tint
  • 🧪 State: Used, crumpled, potentially containing waste
  • 🎯 Purpose: Containing other items, likely waste or products
  • 👁 Visibility: Multiple plastic bags are visible, mostly complete but overlapping and crumpled
  • 🔍 Other objects: White/yellowish material inside the clear plastic bags, A white bag (partially visible) on the right side, A yellow bin/container on the far left
  • 🔗 Relationship: The white/yellowish material is contained within the primary plastic bags. The white bag is adjacent to the primary plastic bags. The yellow bin is the container for all the waste.
  • 🗂 Category: Plastics/bag
  • ♻️ Recyclability: Plastic bags can be recyclable, but often require specific collection streams (e.g., store drop-offs) and their recyclability can be affected by contamination or the type of plastic. Given they are in a general waste bin, their immediate recyclability is questionable without more context on local waste management.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact contents of the clear plastic bags are not fully discernible., The material of the white bag on the right is not definitively clear (paper vs. plastic).

— Crop 9 (region 10): crops/scan_1762183606/scan_1762183606_crop008.jpg
  • 🧱 Material: Paper or thin Cardboard
  • 🧩 Shape/Size: Folded, irregular flat surface / Medium, partial view
  • 🎨 Color: White/light grey
  • 🧪 State: Intact but folded
  • 🎯 Purpose: Packaging, possibly a bag or box
  • 👁 Visibility: A significant portion of a folded object is visible, showing a distinct crease and textured surface. The full extent and overall shape are not visible.
  • 🗂 Category: Paper or Cardboard
  • ♻️ Recyclability: Generally recyclable if clean and dry.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: The exact type of paper/cardboard (e.g., bag, box, sheet) is unclear due to the tight crop., The texture could potentially be mistaken for a very matte plastic film, though less likely given the distinct fold.

— Crop 10 (region 5): crops/scan_1762183606/scan_1762183606_crop009.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Irregular, crumpled, bag-like / Medium, appears to be a standard waste bag
  • 🎨 Color: Black
  • 🧪 State: Crumpled, likely dirty as it is in a waste bin
  • 🎯 Purpose: Container for waste or other items
  • 👁 Visibility: A significant portion of the black plastic bag is visible, though it is heavily crumpled and not fully extended.
  • 🗂 Category: Plastics: Plastic Bags
  • ♻️ Recyclability: Black plastic bags are generally difficult to recycle due to optical sorting limitations and are often sent to landfill or incineration, depending on local facilities.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact contents of the bag are unknown, which could influence its ultimate waste stream if it contained hazardous materials, but the bag itself is clearly plastic.

— Crop 11 (region 7): crops/scan_1762183606/scan_1762183606_crop010.jpg
  • 🧱 Material: Composite
  • 🧩 Shape/Size: Rectangular, block-like / Medium, consistent with a loaf of bread package
  • 🎨 Color: Red and white
  • 🧪 State: Intact, discarded as waste
  • 🎯 Purpose: Packaging for a food product, specifically bread
  • 👁 Visibility: A significant portion of the package is visible, showing the top and part of the side.
  • 🔍 Other objects: Dark grey/black plastic waste bin rim, Blue plastic strap or band, Black plastic bags, Clear plastic film/bags, Other indistinguishable waste items
  • 🔗 Relationship: The primary object is resting on or within other waste items inside a waste bin. The blue strap is around the bin or other contents.
  • 🗂 Category: Composite Materials (food packaging)
  • ♻️ Recyclability: Likely not easily recyclable due to its composite nature, which often makes material separation difficult.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: Exact material composition (e.g., whether it's a thick plastic film or a multi-layered composite material).

— Crop 12 (region 11): crops/scan_1762183606/scan_1762183606_crop011.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Long, flat, rectangular strap with a buckle mechanism at one end / Approximately 20-30 cm in length, narrow width
  • 🎨 Color: Dark grey or black
  • 🧪 State: Intact
  • 🎯 Purpose: A cable tie, zip tie, or securing strap used for bundling or fastening items
  • 👁 Visibility: The object is almost entirely visible, extending from the top to the bottom of the crop, with the buckle mechanism clearly visible at the top.
  • 🔍 Other objects: Black plastic bags, Crumpled plastic or paper in the background
  • 🔗 Relationship: The primary object (plastic strap) is lying on top of or among other waste items, primarily black plastic bags, within a waste bin.
  • 🗂 Category: Plastics: Other Plastic Items
  • ♻️ Recyclability: Plastic cable ties/straps are often made of nylon or polypropylene. While technically recyclable, they are frequently too small or complex for standard curbside recycling programs and may not be accepted.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact type of plastic (e.g., nylon vs. polypropylene) is not discernible from the image.

📊 Test Results Statistics

Processing Time: 128.368s
API Calls: 12
Input Tokens: 18,780
Output Tokens: 5,974
Total Tokens: 37,457
Avg API Response Time: 15.410s

⏱️ Phase Time Distribution

Segmentation
2.070s (1.6%)
Crop Generation
0.471s (0.4%)
CLIP Classification
1.054s (0.8%)
Prompt Building
0.001s (0.0%)
Gemini Inference
124.249s (97.2%)
Segmented Regions with BBoxes
Segmented Regions with BBoxes (18 objects)

📦 Individual Crops (18)

crop000
crop001
crop002
crop003
crop004
crop005
crop006
crop007
crop008
crop009
crop010
crop011
crop012
crop013
crop014
crop015
crop016
crop017

🔍 Detailed Analysis Results

🔍 Waste Analysis (scan 1762183607)
📦 Crops analyzed: 18

— Crop 1 (region 1): crops/scan_1762183607/scan_1762183607_crop000.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Rectangular tray with multiple compartments / Medium
  • 🎨 Color: Dark grey/black
  • 🧪 State: Used, possibly dirty, intact
  • 🎯 Purpose: Horticultural seedling tray or packaging insert
  • 👁 Visibility: Mostly visible, partially obscured by other stacked trays and the bin lid
  • 🔍 Other objects: Other stacked plastic trays (black, teal/green), White plastic ring/handle, Yellow plastic bin lid, Possibly cardboard or paper underneath
  • 🔗 Relationship: Other trays are similar items, stacked together. The white ring is adjacent. The yellow lid is part of the waste container holding the items.
  • 🗂 Category: Plastics/Other Plastic Containers
  • ♻️ Recyclability: Potentially recyclable, depending on the specific plastic type (e.g., PP, PS) and local recycling facilities.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: Specific type of plastic is not visible., Exact original contents are not clear, though horticultural use is suggested by context from the original image.

— Crop 2 (region 5): crops/scan_1762183607/scan_1762183607_crop001.jpg
  • 🧱 Material: Cardboard
  • 🧩 Shape/Size: Rectangular, flat fragment / Medium-sized fragment
  • 🎨 Color: Brown with green print
  • 🧪 State: Discarded, relatively clean
  • 🎯 Purpose: Packaging, likely a beverage box (e.g., beer box)
  • 👁 Visibility: A side and top edge of a cardboard box are visible, partially obscured by other items.
  • 🔍 Other objects: Piece of light-colored wood or particle board, Crinkled brown paper, Small portion of a white plastic item
  • 🔗 Relationship: The wood piece and crinkled paper are mixed with and adjacent to the cardboard. The white plastic item is also adjacent.
  • 🗂 Category: Cardboard
  • ♻️ Recyclability: Generally recyclable
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: The exact origin/purpose of the wood piece is unclear., The small white plastic item is too indistinct to classify precisely.

— Crop 3 (region 17): crops/scan_1762183607/scan_1762183607_crop002.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Rectangular tray with six circular depressions / Medium-sized, designed to hold multiple items
  • 🎨 Color: Black
  • 🧪 State: Dirty, used
  • 🎯 Purpose: Multi-cell tray, likely for horticulture (seedling tray) or as a cup holder
  • 👁 Visibility: Mostly visible, with the top and front edge clearly shown. The back and right side are slightly cut off.
  • 🔍 Other objects: Small amount of green, leafy residue (possibly plant matter) in one of the cells, Faint reflection or part of another object in the background, possibly another tray or a surface
  • 🔗 Relationship: The green residue is contained within one of the cells of the primary object. Background elements are other waste items in the same bin.
  • 🗂 Category: Plastics: Other Plastic Items (specifically, a plastic plant/seedling tray)
  • ♻️ Recyclability: Plastic trays are generally recyclable, but specific recyclability depends on the type of plastic (e.g., PET, PP, PS) and local recycling facilities. Likely recyclable as a rigid plastic.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact type of plastic (e.g., PP, PS) is not discernible from the image., The precise original function (cup holder vs. plant tray) is an inference, though plant tray seems more probable given the residue and context.

— Crop 4 (region 2): crops/scan_1762183607/scan_1762183607_crop003.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Rectangular tray with multiple individual compartments / Medium to large
  • 🎨 Color: Teal/turquoise
  • 🧪 State: Relatively clean
  • 🎯 Purpose: Horticultural tray for growing or transporting seedlings/plants
  • 👁 Visibility: The primary object (teal tray) is mostly visible, showing its compartments and edges, part of a stack.
  • 🔍 Other objects: Several black/dark grey plastic horticultural trays, A white tag or label
  • 🔗 Relationship: The other trays are identical or very similar in function and material, stacked together. The tag is adjacent to the stack.
  • 🗂 Category: Plastics/Other Plastic Containers
  • ♻️ Recyclability: Likely recyclable, assuming it's made of common recyclable plastic (e.g., PP, PS) and is relatively clean.
  • 📈 Confidence: A (High: Clear features, high confidence)

— Crop 5 (region 0): crops/scan_1762183607/scan_1762183607_crop004.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Rectangular tray with six oval/pod-shaped compartments / Medium
  • 🎨 Color: Dark grey/black
  • 🧪 State: Clean
  • 🎯 Purpose: Packaging tray for food items (e.g., fruit, chocolates, small pastries) or plant seedlings
  • 👁 Visibility: Mostly complete, the top surface and one side are clearly visible. The bottom is partially obscured by other items.
  • 🔍 Other objects: Other similar dark grey plastic trays (partially visible below and in the background), A green plastic tray (partially visible in the original image context), Brown paper or cardboard material in the top left background, A light-colored, possibly clear plastic item behind the primary object
  • 🔗 Relationship: The other plastic trays are similar in type, suggesting they are part of a stack or collection of similar waste items. The paper/cardboard and other plastic are general waste items in the same bin.
  • 🗂 Category: Plastics/Rigid Plastic Packaging
  • ♻️ Recyclability: Likely recyclable if made from a common plastic type (e.g., PET, PP, PS), but depends on local recycling facilities. The 'NORM PACK' text might indicate a standardized material.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: Specific type of plastic (e.g., PET, PP, PS) is not visible, which would affect specific recycling streams., The exact original contents are unknown.

— Crop 6 (region 16): crops/scan_1762183607/scan_1762183607_crop005.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Rectangular tray with multiple compartments / Medium, consistent with food or plant packaging
  • 🎨 Color: Dark grey/black
  • 🧪 State: Intact, appears to have some residue or dirt from use.
  • 🎯 Purpose: Packaging tray, possibly for food items or plant seedlings, indicated by 'NORM PACK-208' text.
  • 👁 Visibility: A significant portion of the tray is visible, showing its structure and text, though not entirely complete.
  • 🔍 Other objects: Another similar dark plastic tray stacked above, A teal/green plastic tray stacked below, Portions of other waste items in the background
  • 🔗 Relationship: Stacked with similar plastic trays, suggesting a collection of discarded packaging.
  • 🗂 Category: Plastics/Rigid Plastic Packaging
  • ♻️ Recyclability: Likely recyclable as rigid plastic, but depends on the specific plastic type (not visible) and local recycling infrastructure. Appears to be a common type of packaging.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: Specific type of plastic (e.g., PET, PP, PS) is not identifiable from the image., Exact original contents of the tray are unknown.

— Crop 7 (region 0): crops/scan_1762183607/scan_1762183607_crop006.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Large, somewhat cuboid, bulging / Large, industrial scale
  • 🎨 Color: White
  • 🧪 State: Intact, filled
  • 🎯 Purpose: Bulk storage or transport of materials (e.g., grains, powders, pellets)
  • 👁 Visibility: A significant portion of the object is visible, occupying most of the foreground. Top and bottom edges are cut off by the crop boundary.
  • 🔍 Other objects: A small portion of a blue plastic object in the bottom right, A light-colored wall or door in the background
  • 🔗 Relationship: The blue plastic object is adjacent to the primary object. The wall is behind the primary object.
  • 🗂 Category: Plastics/Other Plastic Items (specifically, a bulk bag or FIBC)
  • ♻️ Recyclability: Potentially recyclable, typically made of polypropylene (PP) which is recyclable, but may require specialized facilities due to size and potential contamination.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: Exact type of plastic (e.g., PP, HDPE) is not explicitly visible., Contents of the bag are unknown., Blurriness of the image affects fine detail observation.

— Crop 8 (region 2): crops/scan_1762183607/scan_1762183607_crop007.jpg
  • 🧱 Material: Wood
  • 🧩 Shape/Size: Rectangular box/crate / Medium-sized, part of a larger container
  • 🎨 Color: Light brown/natural wood
  • 🧪 State: Relatively clean, discarded
  • 🎯 Purpose: Packaging, storage, or transport of goods
  • 👁 Visibility: A significant portion of the top and side of the wooden crate is visible, enough for clear identification.
  • 🔍 Other objects: Crumpled brown paper bag or similar paper material, Cardboard box with a green 'Hein' logo and a barcode
  • 🔗 Relationship: The crumpled paper is visible inside the wooden crate. The cardboard box is partially visible on the left, next to or underneath the wooden crate.
  • 🗂 Category: Combustible Materials: Wood packaging
  • ♻️ Recyclability: Generally recyclable or compostable if untreated, depending on local facilities.
  • 📈 Confidence: A (High: Clear features, high confidence)

— Crop 9 (region 4): crops/scan_1762183607/scan_1762183607_crop008.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Large, soft-sided, roughly cubic/rectangular / Large, industrial scale (likely a bulk bag/FIBC)
  • 🎨 Color: White/off-white
  • 🧪 State: Intact, appears to be holding contents, possibly clean
  • 🎯 Purpose: Bulk storage or transport of granular or powdered materials
  • 👁 Visibility: The majority of the bag is visible, with the very top slightly out of frame and the bottom obscured by foreground elements.
  • 🔍 Other objects: Portion of stacked plastic trays (black and green) in the foreground, Pallets and cardboard boxes in the background (visible in original image context)
  • 🔗 Relationship: The stacked plastic trays are in the immediate foreground, partially obscuring the lower front portion of the primary object. Other elements are further in the background.
  • 🗂 Category: Plastics/Other Plastic Items (specifically a Flexible Intermediate Bulk Container - FIBC or 'big bag')
  • ♻️ Recyclability: Potentially recyclable if made of a single polymer (e.g., polypropylene) and clean, but depends on local recycling facilities for industrial plastics.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact contents of the bag are unknown, but this does not affect the classification of the bag itself.

— Crop 10 (region 9): crops/scan_1762183607/scan_1762183607_crop009.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Rectangular, modular, with open compartments, stacked / Large, appears to be a standard pallet size or a stack of substantial modular units
  • 🎨 Color: Grey, with some lighter grey/white on the top surface and a yellowish patch on one side
  • 🧪 State: Intact, possibly dirty or discolored in areas
  • 🎯 Purpose: Storage, transport, or display of goods, similar to a pallet or a modular shelving unit
  • 👁 Visibility: Mostly visible, slightly cut off on the right side by a yellow object
  • 🔍 Other objects: Portion of a yellow container/bin on the right, Blurry objects on the far left, possibly other waste items
  • 🔗 Relationship: The yellow object is a container/bin adjacent to the primary object, suggesting a waste collection context. The blurry objects on the left are other items in the immediate vicinity.
  • 🗂 Category: Plastics: Other Plastic Items (specifically, a plastic pallet or stack of plastic crates)
  • ♻️ Recyclability: Plastic pallets are generally recyclable, depending on the specific type of plastic (e.g., HDPE, PP) and local recycling infrastructure.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: Exact type of plastic is not discernible., Uncertainty whether it is a single large plastic pallet or multiple smaller plastic crates stacked together.

— Crop 11 (region 18): crops/scan_1762183607/scan_1762183607_crop010.jpg
  • 🧱 Material: Cardboard
  • 🧩 Shape/Size: Flattened sheets, rectangular/square / Medium to large pieces
  • 🎨 Color: Brown/beige with some blue/white markings
  • 🧪 State: Discarded, flattened, stacked
  • 🎯 Purpose: Packaging boxes
  • 👁 Visibility: Multiple pieces of flattened cardboard are visible, stacked; edges are somewhat obscured by blurriness.
  • 🔍 Other objects: Indistinct small items on top of the cardboard stack, possibly other paper or light packaging
  • 🔗 Relationship: Resting on top of the primary object
  • 🗂 Category: Cardboard
  • ♻️ Recyclability: Generally recyclable, appears relatively clean and dry.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: Blurriness makes specific details of the cardboard and items on top hard to discern.

— Crop 12 (region 3): crops/scan_1762183607/scan_1762183607_crop011.jpg
  • 🧱 Material: Cardboard
  • 🧩 Shape/Size: Flat, angular piece of a larger box / Medium, appears to be a side panel of a beverage carton
  • 🎨 Color: Brown (kraft) with green and white printed text and a white barcode label
  • 🧪 State: Relatively clean and intact
  • 🎯 Purpose: Packaging for a beverage, specifically a '4 PACKS 6X25 cl' of Heineken
  • 👁 Visibility: A significant portion of a cardboard box side is visible, including branding, product information, and a barcode. It is not the entire box but enough to clearly identify its nature.
  • 🔍 Other objects: A piece of light-colored wood or particle board (to the right and behind the cardboard), A white, textured surface (possibly plastic foam or packaging) below the cardboard
  • 🔗 Relationship: Adjacent to or behind the primary cardboard object, part of the same pile of waste.
  • 🗂 Category: Cardboard
  • ♻️ Recyclability: Cardboard packaging is generally recyclable.
  • 📈 Confidence: A (High: Clear features, high confidence)

— Crop 13 (region 8): crops/scan_1762183607/scan_1762183607_crop012.jpg
  • 🧱 Material: Metal
  • 🧩 Shape/Size: Long, straight, rectangular bars/beams / Appears to be a significant structural component, likely several feet long in its entirety, but only a section is visible
  • 🎨 Color: Silvery-grey metallic
  • 🧪 State: Intact, appears to be in use or part of a fixed structure
  • 🎯 Purpose: Structural support, possibly part of a ladder, railing, or shelving unit
  • 👁 Visibility: Only a partial view of two parallel bars is visible; their ends are cut off by the crop boundaries
  • 🔍 Other objects: A coiled green/yellow object (possibly a hose or cable)
  • 🔗 Relationship: The green/yellow object is partially visible behind the metal bars, suggesting it is resting on or attached to the structure the bars are part of
  • 🗂 Category: Non-waste item; appears to be part of a fixed metal structure (e.g., ladder, railing)
  • ♻️ Recyclability: If discarded as waste, the metal bars would be recyclable as 'Metals'. However, in their current context, they are not waste.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact function of the metal structure (ladder, railing, frame) is not definitively clear, but its nature as a fixed structural component is evident., The coiled green/yellow object is too indistinct to identify or classify accurately.

— Crop 14 (region 7): crops/scan_1762183607/scan_1762183607_crop013.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Molded, curved, with a flat side, suggesting a tray or container / Medium to large, consistent with a plant propagation tray
  • 🎨 Color: Dark grey/black
  • 🧪 State: Used, possibly dirty, but structurally intact
  • 🎯 Purpose: Plant propagation tray or a similar container for holding multiple items
  • 👁 Visibility: A significant portion of the object's side and part of its top/bottom edge are visible. It is not fully visible.
  • 🔍 Other objects: A teal/turquoise plastic tray (partially visible above), Other dark plastic trays (partially visible below)
  • 🔗 Relationship: These are similar plastic trays, stacked with the primary object.
  • 🗂 Category: Plastics/Other Plastic Containers
  • ♻️ Recyclability: Potentially recyclable, as many plastic plant trays are made from common recyclable plastics (e.g., PP, PS), but depends on specific plastic type and local recycling facilities.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: Exact type of plastic (e.g., PP, PS, HDPE) is not identifiable., Full internal structure and complete shape are not visible in the crop.

— Crop 15 (region 15): crops/scan_1762183607/scan_1762183607_crop014.jpg
  • 🧱 Material: Textile
  • 🧩 Shape/Size: Irregular, draped, with a loop / Portion of a larger item
  • 🎨 Color: Off-white/light grey
  • 🧪 State: Intact, possibly creased
  • 🎯 Purpose: Part of a bag (e.g., bulk bag, laundry bag) or a piece of cloth/strap
  • 👁 Visibility: Only a small upper-left corner showing a folded edge and a loop is visible. The majority of the object is outside the crop.
  • 🔍 Other objects: Yellow waste bin, Various plastic trays
  • 🔗 Relationship: The white material is hanging over the edge of the yellow waste bin or resting on other items inside it.
  • 🗂 Category: Textiles
  • ♻️ Recyclability: Potentially recyclable if it is a clean textile, depending on local recycling programs. If it were a plastic bag, it might also be recyclable.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: Exact material (textile vs. thick plastic film/bag) is not 100% clear due to limited visibility and resolution., Specific function or type of textile/bag is uncertain.

— Crop 16 (region 9): crops/scan_1762183607/scan_1762183607_crop015.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Bottle-like, elongated with a conical bottom / Medium, appears to be a standard handheld bottle size
  • 🎨 Color: Clear/translucent plastic with blue liquid inside, white/light grey top
  • 🧪 State: Intact, contains some blue liquid
  • 🎯 Purpose: Container for liquid, likely a beverage (e.g., water) or a cleaning product
  • 👁 Visibility: Mostly visible; the bottom and middle sections are clearly visible, while the very top is partially cut off.
  • 🔍 Other objects: Dark background, Small light blue/turquoise edge at the very top
  • 🔗 Relationship: The dark background serves as the immediate environment. The light blue/turquoise edge is positioned above the primary object, possibly part of the bin's lid or another nearby item.
  • 🗂 Category: Plastics: PET Bottles
  • ♻️ Recyclability: Generally recyclable as a PET bottle.
  • 📈 Confidence: B (Medium: Generally clear features, moderate confidence)
  • ❓ Uncertainties: Exact type of plastic (e.g., PET vs. other rigid plastic) without a label or clearer markings, Specific nature of the blue liquid inside

— Crop 17 (region 15): crops/scan_1762183607/scan_1762183607_crop016.jpg
  • 🧱 Material: Metal
  • 🧩 Shape/Size: Rectangular panels, angled / Large, part of a substantial structure
  • 🎨 Color: Grey
  • 🧪 State: Intact, in use
  • 🎯 Purpose: Structural component of a large container or building
  • 👁 Visibility: Partial view of a large grey structure, showing panels and edges
  • 🔍 Other objects: Faint green/yellowish object (possibly hose or cable)
  • 🔗 Relationship: Behind or next to the primary grey structure
  • 🗂 Category: Metals
  • ♻️ Recyclability: If discarded, large metal structures are generally recyclable.
  • 📈 Confidence: C (Low: Unclear features, low confidence)
  • ❓ Uncertainties: The crop is highly abstract and zoomed, making it difficult to determine the exact nature and purpose of the object. It appears to be part of the waste management infrastructure (e.g., side of a large bin or wall) rather than an item of waste itself. The classification as 'Metals' is based on its material composition, assuming it were to be discarded.

— Crop 18 (region 12): crops/scan_1762183607/scan_1762183607_crop017.jpg
  • 🧱 Material: Plastic
  • 🧩 Shape/Size: Molded tray with multiple compartments / Medium, a portion of a larger tray
  • 🎨 Color: Dark grey to black
  • 🧪 State: Used, possibly dirty, intact
  • 🎯 Purpose: Seedling tray for horticulture or food packaging tray
  • 👁 Visibility: Only the top-central portion of one molded compartment tray is visible
  • 🔍 Other objects: Other similar black and green plastic trays, Cardboard, General waste items
  • 🔗 Relationship: The primary object is one of many similar plastic trays discarded together in the bin, visible in the original image.
  • 🗂 Category: Plastics/Rigid Plastic Packaging
  • ♻️ Recyclability: Likely recyclable, assuming it is a common plastic type (e.g., PP, PET, PS) and is relatively clean.
  • 📈 Confidence: A (High: Clear features, high confidence)
  • ❓ Uncertainties: The exact type of plastic (e.g., PP, PS) is not discernible from the image., The precise original use (food packaging vs. horticulture tray) is not definitively clear from the crop alone, though the original image suggests horticulture.

📊 Test Results Statistics

Processing Time: 144.687s
API Calls: 18
Input Tokens: 28,183
Output Tokens: 8,877
Total Tokens: 56,130
Avg API Response Time: 14.020s

⏱️ Phase Time Distribution

Segmentation
3.022s (2.1%)
Crop Generation
0.454s (0.3%)
CLIP Classification
1.482s (1.0%)
Prompt Building
0.001s (0.0%)
Gemini Inference
139.263s (96.6%)
Report Generated: 2025-11-03 18:16:10
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